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9ee859bec32fa8240de0273faff6f20e16e21cc6
Обнаружение экссудата на фотографиях глазного дна с помощью сверточных нейронных сетей
Диабетическая ретинопатия является одной из ведущих причин предотвратимой слепоты в развитых странах мира. Ранняя диагностика диабетической ретинопатии позволяет своевременно начать лечение, и для достижения этой цели необходимо приложить значительные усилия для разработки программ скрининга, особенно автоматизированных программ скрининга. Обнаружение экссудата очень важно для ранней диагностики диабетической ретинопатии. Глубокие нейронные сети зарекомендовали себя как очень перспективный метод машинного обучения и показали отличные результаты при решении различных задач, связанных с компьютерным зрением. В этой статье мы показываем, что сверточные нейронные сети могут быть эффективно использованы для обнаружения экссудата на цветных фотографиях глазного дна.
{ "authors": [ "1973673", "2350869" ], "year": 2015, "cited_by": [ "76444b1a166f41d437fa5ed443244acc518e7d6c", "a5e210a5aa91524c434e347ed9f7886c0537dea1", "7eaaeada7179beae11a4bebb65087746ea145b6e", "96ebe1a95fa1b8471dc3f8c297ba576087a54bb4", "8e97fd517abc9cb91037ebeaafd416c56ade12ab", "2902257a5321e73ee7dbdfdcb0e54fff00200980", "c6467781e21f2c4c2dc13fe84a735a1b0e672020", "ff69d81dc54b99306488f53de5585a518b82b5a4" ], "references": [ "ce62f434aa622d9d192729e342391258bc237c73", "db8feea3942361982d4c9604747fa81b3862330f", "398c296d0cc7f9d180f84969f8937e6d3a413796", "045916ba988fd00a47f5d4adc40f6221dabde6ea", "537e785f446ac0b0fe23879b1a87d5f2a0417412", "5eaa6c779e81442c35ecd399558442db2eb3383c", "74b58226748879c6e6d1caa4ed40f813e912e90f", "225629c37ab6387d54455ca0aece2d162d5c30eb", "722fcc35def20cfcca3ada76c8dd7a585d6de386", "3c6312123169436365197a441f89aa6b8ba2977b" ] }
диабетический ретинопатия являться ведущий причина предотвратимый слепота развитой страна мир ранний диагностика диабетический ретинопатия позволять своевременно начать лечение достижение цель необходимо приложить значительный усилие разработка программа скрининг особенно автоматизированный программа скрининг обнаружение экссудат очень важно ранний диагностика диабетический ретинопатия глубокий нейронный сеть зарекомендовать очень перспективный метод машинный обучение показать отличный результат решение различный задача связанный компьютерный зрение статья показывать сверточный нейронный сеть мочь эффективно использовать обнаружение экссудат цветной фотография глазной дно
обнаружение экссудат фотография глазной дно помощь сверточный нейронный сеть
13d4c2f76a7c1a4d0a71204e1d5d263a3f5a7986
Случайные леса
Случайные леса представляют собой комбинацию древовидных предикторов, так что каждое дерево зависит от значений случайного вектора, выбранного независимо и с одинаковым распределением для всех деревьев в лесу. Ошибка обобщения для лесов приближается к пределу по мере увеличения числа деревьев в лесу. Ошибка обобщения леса древовидных классификаторов зависит от силы отдельных деревьев в лесу и корреляции между ними. Использование случайного выбора признаков для разделения каждого узла дает показатели ошибок, которые выгодно отличаются от Adaboost (Y. Фрейнд и Р. Шапир, Машинное обучение: материалы Тринадцатой международной конференции, ***, 148-156), но более устойчивы к шуму. Внутренние оценки отслеживают погрешность, силу и корреляцию и используются для отображения реакции на увеличение числа признаков, используемых при разделении. Внутренние оценки также используются для измерения важности переменных. Эти идеи также применимы к регрессии.
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случайный лес представлять комбинация древовидный предиктор каждый дерево зависеть значение случайный вектор выбрать независимо одинаковый распределение весь дерево лес ошибка обобщение лес приближаться предел мера увеличение число дерево лес ошибка обобщение лес древовидный классификатор зависеть сила отдельный дерево лес корреляция использование случайный выбор признак разделение каждый узел давать показатель ошибка выгодно отличаться adaboost y фрейнд р шапир машинный обучение материал тринадцатый международный конференция 148 156 устойчивый шум внутренний оценка отслеживать погрешность сила корреляция использоваться отображение реакция увеличение число признак использовать разделение внутренний оценка также использоваться измерение важность переменный идея также применимый регрессия
случайный лес
aeb7eaf29e16c82d9c0038a10d5b12d32b26ab60
Многозадачное Обучение Глубоких Нейронных Сетей Для Автоматического Распознавания Аудиовизуальной Речи
Многозадачное обучение (MTL) предполагает одновременное обучение двум или более связанным задачам с использованием общих представлений. В этой работе мы применяем MTL для автоматического распознавания аудиовизуальной речи (AV-ASR). Наша основная задача - изучить соответствие между аудиовизуальными объединенными объектами и метками фреймов, полученными из акустической модели GMM/HMM. Это сочетается со вспомогательной задачей, которая сопоставляет визуальные объекты с метками фреймов, полученными из отдельной визуальной модели GMM/HMM. Модель MTL тестируется при различных уровнях шума, и результаты сравниваются с базовой гибридной моделью DNN-HMM AVASR. Наши результаты показывают, что MTL особенно полезен при более высоком уровне шума. По сравнению с базовой версией, относительное улучшение WER составило до 7% при -3 SNR dB1.
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многозадачный обучение mtl предполагать одновременный обучение связанный задача использование общий представление работа применять mtl автоматический распознавание аудиовизуальный речь av asr наш основный задача изучить соответствие аудиовизуальный объединить объект метка фрейм получить акустический модель gmm hmm это сочетаться вспомогательный задача сопоставлять визуальный объект метка фрейм получить отдельный визуальный модель gmm hmm модель mtl тестироваться различный уровень шум результат сравниваться базовый гибридный модель dnn hmm avasr наш результат показывать mtl особенно полезный высокий уровень шум сравнение базовый версия относительный улучшение wer составить 7 3 snr db1
многозадачный обучение глубокий нейронный сеть автоматический распознавание аудиовизуальный речь
45fe9fac928c9e64c96b5feda318a09f1b0228dd
Оценка этнической принадлежности по изображениям лиц
Мы предприняли усилия по разработке технологий, основанных на визуальном восприятии человека, для реализации удобных для человека машинных интерфейсов. Визуальная информация, такая как пол, возраст, этническая принадлежность и выражение лица, играет важную роль в общении лицом к лицу. В этой статье рассматривается новый подход к классификации этнической принадлежности с помощью изображений лиц. В этом подходе вейвлет-преобразование Габора и выборка сетчатки объединяются для выделения ключевых черт лица, а также методы опорных векторов, которые используются для классификации этнической принадлежности. Наша система, основанная на этом подходе, обеспечивает примерно 94%-ную оценку этнической принадлежности при различных условиях освещения.
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предпринять усилие разработка технология основать визуальный восприятие человек реализация удобный человек машинный интерфейс визуальный информация пол возраст этнический принадлежность выражение лицо играть важный роль общение лицо лицо статья рассматриваться новый подход классификация этнический принадлежность помощь изображение лицо это подход вейвлёт преобразование габор выборка сетчатка объединяться выделение ключевой черта лицо также метод опорный вектор использоваться классификация этнический принадлежность наш система основать это подход обеспечивать примерно 94 ную оценка этнический принадлежность различный условие освещение
оценка этнический принадлежность изображение лицо
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Травля и виктимизация в подростковом возрасте: параллельные и стабильные роли и симптомы психологического здоровья.
Из первоначальной выборки из 1278 итальянских студентов авторы отобрали 537 на основе их ответов на анкету о самоотчетах хулиганов и жертв. Возраст участников варьировался от 13 до 20 лет (M = 15,12 года, SD = 1,08 года). Авторы сравнили одновременные психологические симптомы у 4 групп участников (хулиганы, жертвы, хулиганы/потерпевшие [т.е. хулиганы, которые также были жертвами травли] и непричастные к этому учащиеся). Из числа участников 157 были в группе хулиганов, 140 - в группе жертв, 81 - в группе хулиганов/жертв и 159 - в группе непричастных студентов. Результаты показывают, что хулиганы сообщали о более высоком уровне внешних проблем, жертвы сообщали о большем количестве внутренних симптомов, а хулиганы/жертвы сообщали как о более высоком уровне внешних проблем, так и о большем количестве внутренних симптомов. Авторы разделили выборку на 8 групп на основе воспоминаний учащихся о своем предыдущем школьном опыте и об их нынешней роли. Авторы классифицировали участников на стабильных и поздних хулиганов, жертв, хулиганов/жертв-жертвователей или не вовлеченных студентов. Авторы сравнили каждую стабильную группу с соответствующей поздней группой и обнаружили, что стабильные жертвы и устойчивые хулиганы/жертвы сообщали о более высокой степени тревожности, депрессии и замкнутости, чем другие группы. Авторы сосредотачивают свое внимание на роли хронических трудностей со стороны сверстников в отношении симптомов и благополучия подростков.
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первоначальный выборка 1278 итальянский студент автор отобрать 537 основа ответ анкета самоотчёт хулиган жертва возраст участник варьироваться 13 20 год m 15 12 год sd 1 08 год автор сравнить одновременный психологический симптом 4 группа участник хулиган жертва хулиган потерпевший хулиган также жертва травля непричастный учиться число участник 157 группа хулиган 140 группа жертва 81 группа хулиган жертва 159 группа непричастный студент результат показывать хулиган сообщать высокий уровень внешний проблема жертва сообщать больший количество внутренний симптом хулиган жертва сообщать высокий уровень внешний проблема больший количество внутренний симптом автор разделить выборка 8 группа основа воспоминание учиться свой предыдущий школьный опыт нынешний роль автор классифицировать участник стабильный поздний хулиган жертва хулиган жертва жертвователь вовлечь студент автор сравнить каждый стабильный группа соответствовать поздний группа обнаружить стабильный жертва устойчивый хулиган жертва сообщать высокий степень тревожность депрессия замкнутость группа автор сосредотачивать свой внимание роль хронический трудность сторона сверстник отношение симптом благополучие подросток
травля виктимизация подростковый возраст параллельный стабильный роль симптом психологический здоровье
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Боковые ворота HiGT с низким уровнем шума dv/dt и малыми потерями
В этой статье представлен новый боковой затвор HiGT (IGBT с высокой проводимостью), который включает в себя исторические изменения в конструкциях затворов для плоских и траншейных затворов IGBT. Боковой затвор HiGT имеет затвор с боковой стенкой, а противоположная сторона области канала для бокового затвора покрыта толстым оксидным слоем для уменьшения емкости Миллера (Cres). Кроме того, боковые затворы HiGT не имеют плавающего p-слоя, что приводит к избыточному выбросу Vge. Предлагаемые боковые затворы HiGT имеют на 75% меньший Cre, чем обычные траншейные затворы IGBT. Избыточное превышение Vge при включении эффективно подавляется, а погрешность Eon + Err может быть снижена на 34% при том же dv/dt восстановления диода. Кроме того, боковые затворы HiGT имеют достаточно прочные RBSOA и SCSOA.
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статья представить новый боков затвор higt igbt высокий проводимость включать исторический изменение конструкция затвор плоский траншейный затвор igbt боков затвор higt иметь затвор боков стенка противоположный сторона область канал боковой затвор покрыть толстый оксидный слой уменьшение ёмкость миллер cres кроме боковой затвор higt иметь плавать p слой приводить избыточный выброс vge предлагать боковой затвор higt иметь 75 малый cre обычный траншейный затвор igbt избыточный превышение vge включение эффективно подавляться погрешность eon err мочь снизить 34 dv dt восстановление диод кроме боковой затвор higt иметь достаточно прочный rbsoa scsoa
боковой ворота higt низкий уровень шум dv dt малый потеря
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Инкрементальная диалоговая система работает быстрее и предпочтительнее своего неинкрементального аналога
Современные диалоговые системы, как правило, работают в конвейерном, модульном режиме, обрабатывая по одному полному высказыванию за раз. Данные, полученные в ходе изучения человеческого языка, показывают, что понимание человеком происходит постепенно и использует множество источников информации в процессе синтаксического анализа, включая традиционно “более поздние” компоненты, такие как прагматика. В этой статье мы описываем разговорную диалоговую систему, которая постепенно понимает язык, обеспечивает визуальную обратную связь о возможных референтах в ходе высказывания пользователя и допускает дублирование речи и действий. Далее мы представляем результаты эмпирического исследования, показывающие, что полученная в результате диалоговая система в целом работает быстрее, чем ее неинкрементальный аналог. Кроме того, инкрементальная система предпочтительнее своего неинкрементального аналога, что объясняется такими факторами, как скорость и точность. Эти результаты показывают, что успешные системы поэтапного понимания улучшат как производительность, так и удобство использования.
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современный диалоговый система правило работать конвейерный модульный режим обрабатывать полный высказывание дать получить ход изучение человеческий язык показывать понимание человек происходить постепенно использовать множество источник информация процесс синтаксический анализ включая традиционно поздний компонент прагматика статья описывать разговорный диалоговый система постепенно понимать язык обеспечивать визуальный обратный связь возможный референт ход высказывание пользователь допускать дублирование речь действие далее представлять результат эмпирический исследование показывать получить результат диалоговый система целое работать быстрый неинкрементальный аналог кроме инкрементальный система предпочтительный свой неинкрементальный аналог объясняться фактор скорость точность результат показывать успешный система поэтапный понимание улучшить производительность удобство использование
инкрементальный диалоговый система работать быстрый предпочтительный свой неинкрементальный аналог
eec44862b2d58434ca7706224bc0e9437a2bc791
Сбалансированная система показателей: основа стратегического управления информационными системами
* Сбалансированная система показателей (balanced scorecard BSC) стала инструментом поддержки принятия решений на стратегическом управленческом уровне. В настоящее время многие руководители оценивают эффективность деятельности компаний, дополняя данные финансового учета показателями, связанными с целями, с точки зрения клиентов, внутренних бизнес-процессов, обучения и роста. Утверждается, что концепция BSC может быть адаптирована для оказания помощи тем, кто управляет бизнес-функциями, организационными подразделениями и индивидуальными проектами. В этой статье разрабатывается концепция BSC. сбалансированная система показателей для информационных систем - это система, которая измеряет и оценивает деятельность ИБ со следующих точек зрения: ценность для бизнеса, ориентация на пользователя, внутренние процессы и готовность к будущему. Результаты тематических исследований свидетельствуют о том, что сбалансированная система показателей ИБ может стать основой для системы стратегического управления ИБ при условии соблюдения определенных рекомендаций по разработке, определения соответствующих показателей и преодоления ключевых препятствий на пути внедрения. q 1999 Elsevier Science B.V. Все права защищены.
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сбалансированный система показатель balanced scorecard bsc стать инструмент поддержка принятие решение стратегический управленческий уровень настоящий время многие руководитель оценивать эффективность деятельность компания дополнять дать финансовый учёт показатель связанный цель точка зрение клиент внутренний бизнес процесс обучение рост утверждаться концепция bsc мочь адаптировать оказание помощь управлять бизнес функция организационный подразделение индивидуальный проект статья разрабатываться концепция bsc сбалансированный система показатель информационный система это система измерять оценивать деятельность иб следующий точка зрение ценность бизнес ориентация пользователь внутренний процесс готовность будущий результат тематический исследование свидетельствовать сбалансированный система показатель иб мочь стать основа система стратегический управление иб условие соблюдение определённый рекомендация разработка определение соответствующий показатель преодоление ключевой препятствие путь внедрение q 1999 elsevier science b v всё право защитить
сбалансированный система показатель основа стратегический управление информационный система
4828a00f623651a9780b945980530fb6b3cb199a
Масштабное состязательное машинное обучение
Примерами враждебных действий являются вредоносные данные, предназначенные для обмана моделей машинного обучения. Они часто переходят от одной модели к другой, позволяя злоумышленникам осуществлять атаки с использованием черного ящика, не зная параметров целевой модели. Состязательное обучение - это процесс явного обучения модели на состязательных примерах, чтобы сделать ее более устойчивой к атакам или уменьшить ошибку тестирования на чистых входных данных. До сих пор состязательное обучение применялось в основном для решения небольших задач. В этом исследовании мы применяем состязательное обучение в ImageNet (Русаковский и др., 2014). Наш вклад включает в себя: (1) рекомендации о том, как успешно масштабировать состязательное обучение для больших моделей и наборов данных, (2) наблюдение о том, что состязательное обучение повышает надежность методов одноэтапной атаки, (3) вывод о том, что методы многоступенчатой атаки несколько менее переносимы, чем методы одноэтапной атаки, поэтому одиночные атаки-пошаговые атаки лучше всего подходят для проведения атак по принципу “черного ящика”, и (4) устранение эффекта "утечки метки", который приводит к тому, что модели, обученные на состязательных примерах, работают лучше на состязательных примерах, чем на чистых примерах, поскольку в процессе построения состязательного примера используется истинная метка, и модель может научиться использовать закономерности в других примерах. процесс строительства.
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пример враждебный действие являться вредоносный дать предназначить обман модель машинный обучение часто переходить модель позволять злоумышленник осуществлять атака использование чёрный ящик знать параметр целевой модель состязательный обучение это процесс явный обучение модель состязательный пример сделать устойчивый атака уменьшить ошибка тестирование чистый входной данные сей пора состязательный обучение применяться основное решение небольшой задача это исследование применять состязательный обучение imagenet русаковский др 2014 наш вклад включать 1 рекомендация успешно масштабировать состязательный обучение больший модель набор данные 2 наблюдение состязательный обучение повышать надёжность метод одноэтапный атака 3 вывод метод многоступенчатый атака несколько менее переносить метод одноэтапный атака поэтому одиночный атака пошаговый атака хороший весь подходить проведение атака принцип чёрный ящик 4 устранение эффект утечка метка приводить модель обученный состязательный пример работать хороший состязательный пример чистый пример поскольку процесс построение состязательный пример использоваться истинный метка модель мочь научиться использовать закономерность пример процесс строительство
масштабный состязательный машинный обучение
f7d3b7986255f2e5e2402e84d7d7c5e583d7cb05
Комбинированная система, основанная на моделях и обучении, для прогнозирования маневров с учетом взаимодействия
В этой статье представлена новая платформа для прогнозирования намерений и маневров с учетом взаимодействия в режиме онлайн для динамических сред. Основным вкладом является сочетание оценки намерений с учетом взаимодействия на основе моделей и прогнозирования движения на основе маневров, основанного на контролируемом обучении. Преимущества этой платформы двояки. С одной стороны, интегрируются экспертные знания в виде эвристик, что упрощает моделирование взаимодействия. С другой стороны, трудности, связанные с масштабируемостью и разреженностью данных алгоритма из-за так называемого проклятия размерности, могут быть уменьшены, поскольку для обучения под наблюдением достаточно ограниченного пространства функций. Предложенный алгоритм может быть использован для высокоавтоматизированного вождения или в качестве модуля прогнозирования для продвинутых систем помощи водителю без необходимости взаимодействия между транспортными средствами. В начале работы алгоритма намерение каждого водителя в ситуации дорожного движения прогнозируется итеративным образом с использованием теоретико-игровой идеи стохастического многоагентного моделирования. Этот подход обеспечивает интерпретацию того, что намерены делать другие водители и как они взаимодействуют с окружающим трафиком. Благодаря включению этой информации в байесовский сетевой классификатор, разработанная система обеспечивает значительное улучшение времени и точности прогнозирования по сравнению с другими современными подходами. С помощью результатов экспериментов в условиях реального движения на автомагистралях демонстрируется обоснованность предложенной концепции и ее возможности в режиме онлайн. Кроме того, ее эффективность оценивается количественно с использованием соответствующих статистических показателей.
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статья представить новый платформа прогнозирование намерение манёвр учёт взаимодействие режим онлайн динамический среда основный вклад являться сочетание оценка намерение учёт взаимодействие основа модель прогнозирование движение основа манёвр основать контролировать обучение преимущество платформа двоякий сторона интегрироваться экспертный знание вид эвристика упрощать моделирование взаимодействие сторона трудность связанный масштабируемость разрежённость данные алгоритм называть проклятие размерность мочь уменьшить поскольку обучение наблюдение достаточно ограниченный пространство функция предложить алгоритм мочь использовать высокоавтоматизированный вождение качество модуль прогнозирование продвинуть система помощь водитель необходимость взаимодействие транспортный средство начало работа алгоритм намерение каждый водитель ситуация дорожный движение прогнозироваться итеративный образ использование теоретико игровой идея стохастический многоагентный моделирование подход обеспечивать интерпретация намерить делать водитель взаимодействовать окружающие трафик благодаря включение информация байесовский сетевой классификатор разработать система обеспечивать значительный улучшение время точность прогнозирование сравнение современный подход помощь результат эксперимент условие реальный движение автомагистраль демонстрироваться обоснованность предложить концепция возможность режим онлайн кроме эффективность оцениваться количественно использование соответствующий статистический показатель
комбинированный система основать модель обучение прогнозирование манёвр учёт взаимодействие
7616624dd230c42f6397a9a48094cf4611c02ab8
Устройство для контроля частоты параллельного резонансного преобразователя c фазовой автоподстройкой заряда конденсатора
В данном исследовании рассматривается управляемый параллельный резонансный преобразователь (PRC) с фазовой автоподстройкой (PLL) для импульсной зарядки конденсатора. Динамический характер зарядки конденсатора таков, что он вызывает сдвиг резонансной частоты PRC. Используя предложенный способ управления, PRC может быть оптимизирован для работы с максимальной мощностью и гарантировать работу ZVS даже при изменении входного напряжения и параметров резонансного резервуара. В этой статье представлена подробная реализация контроллера PLL, а также определение времени простоя и опережения. Результаты моделирования и эксперимента подтверждают эффективность предложенного метода управления.
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данный исследование рассматриваться управляемый параллельный резонансный преобразователь prc фазовый автоподстройка pll импульсный зарядка конденсатор динамический характер зарядка конденсатор таковой вызывать сдвиг резонансный частота prc использовать предложить способ управление prc мочь оптимизировать работа максимальный мощность гарантировать работа zvs изменение входной напряжение параметр резонансный резервуар статья представить подробный реализация контроллер pll также определение время простой опережение результат моделирование эксперимент подтверждать эффективность предложить метод управление
устройство контроль частота параллельный резонансный преобразователь c фазовый автоподстройка заряд конденсатор
4902805fe1e2f292f6beed7593154e686d7f6dc2
Новая коммуникационная система для беспрепятственного распознавания рукописного текста
Распознавание строк произвольного рукописного текста - непростая задача. Сложность сегментации рукописных или перекрывающихся символов в сочетании с необходимостью использования окружающего контекста привели к низкой скорости распознавания даже у лучших современных распознавателей. Последние достижения в этой области были достигнуты либо благодаря усовершенствованной предварительной обработке, либо благодаря достижениям в области языкового моделирования. Над базовыми алгоритмами распознавания было проделано относительно немного работы. Действительно, большинство систем полагаются на те же скрытые марковские модели, которые десятилетиями использовались для распознавания речи и рукописного ввода, несмотря на их хорошо известные недостатки. В этой статье предлагается альтернативный подход, основанный на новом типе рекуррентной нейронной сети, специально разработанной для задач маркировки последовательностей, где данные трудно сегментировать и они содержат двунаправленные взаимозависимости на большом расстоянии. В ходе экспериментов с двумя большими базами данных рукописного ввода с неограниченным доступом наш подход позволил добиться точности распознавания слов на уровне 79,7% для онлайн-данных и 74,1% для офлайн-данных, что значительно превосходит показатели современной системы на базе HMM. Кроме того, мы демонстрируем устойчивость сети к размеру словарного запаса, измеряем индивидуальное влияние ее скрытых слоев и анализируем использование контекста. Наконец, мы подробно обсуждаем различия между сетью и HMMS, предлагая причины более высокой производительности сети.
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распознавание строка произвольный рукописный текст непростой задача сложность сегментация рукописный перекрываться символ сочетание необходимость использование окружающий контекст привести низкий скорость распознавание хороший современный распознаватель последний достижение область достигнуть либо благодаря усовершенствовать предварительный обработка либо благодаря достижение область языковой моделирование базовый алгоритм распознавание проделать относительно немного работа действительно большинство система полагаться скрытый марковский модель десятилетие использоваться распознавание речь рукописный ввод несмотря известный недостаток статья предлагаться альтернативный подход основать новый тип рекуррентный нейронный сеть специально разработать задача маркировка последовательность дать трудно сегментировать содержать двунаправить взаимозависимость большой расстояние ход эксперимент больший база данные рукописный ввод неограниченный доступ наш подход позволить добиться точность распознавание слово уровень 79 7 онлайн данные 74 1 офлайн данные значительно превосходить показатель современный система база hmm кроме демонстрировать устойчивость сеть размер словарный запас измерять индивидуальный влияние скрытый слой анализировать использование контекст подробно обсуждать различие сеть hmms предлагать причина высокий производительность сеть
новый коммуникационный система беспрепятственный распознавание рукописный текст
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Усовершенствованное компьютерное зрение для обнаружения атаки с подменой лица с использованием одного кадра из видеоповтора при повторной атаке с использованием глубокого обучения
В последнее время автоматическое распознавание лиц стало применяться во многих веб-приложениях и мобильных устройствах. Разработчики интегрируют и внедряют распознавание лиц в качестве средства контроля доступа в эти приложения. Однако аутентификация с помощью распознавания лиц уязвима для нескольких атак, особенно когда злоумышленник представляет распечатанное 2D-изображение или записанные видеокадры перед системой распознавания лиц, чтобы получить доступ в качестве законного пользователя. В этой статье представлен ненавязчивый метод обнаружения атак с подменой лица, которые используют один кадр из последовательных кадров. Мы предлагаем специализированную нейронную сеть с глубокой сверткой для извлечения сложных и важных характеристик входного рассеянного кадра. Мы протестировали наш метод на наборе данных Replay Attack, который состоит из 1200 коротких видеороликов об атаках с реальным доступом и спуфингом. Был проведен обширный экспериментальный анализ, который продемонстрировал лучшие результаты по сравнению с результатами предыдущих статических алгоритмов.
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последний время автоматический распознавание лицо стать применяться многий веб приложение мобильный устройство разработчик интегрировать внедрять распознавание лицо качество средство контроль доступ приложение однако аутентификация помощь распознавание лицо уязвимый несколько атака особенно злоумышленник представлять распечатать 2d изображение записать видеокадр система распознавание лицо получить доступ качество законный пользователь статья представить ненавязчивый метод обнаружение атака подмена лицо использовать кадр последовательный кадр предлагать специализировать нейронный сеть глубокий свёртка извлечение сложный важный характеристика входной рассеянный кадр протестировать наш метод набор данные replay attack состоять 1200 короткий видеоролик атака реальный доступ спуфинг провести обширный экспериментальный анализ продемонстрировать хороший результат сравнение результат предыдущий статический алгоритм
усовершенствовать компьютерный зрение обнаружение атака подмена лицо использование кадр видеоповтор повторный атака использование глубокий обучение
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ISAR - радиолокационное изображение целей со сложным движением
Описана визуализация ISAR для общего движения радарной цели. Визуализацию ISAR можно рассматривать как трехмерную или двухмерную проекцию, и подчеркивается важность плоскости проекции изображения ISAR. При общем движении изображения ISAR часто получаются размытыми при использовании обработки FFT. Для анализа таких изображений и формирования четких изображений используются частотно-временные методы. Показано, что данное размытое изображение является результатом изменений как масштаба, так и ориентации плоскости проекции.
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описать визуализация isar общий движение радарный цель визуализация isar рассматривать трёхмерный двухмерный проекция подчёркиваться важность плоскость проекция изображение isar общий движение изображение isar часто получаться размытый использование обработка fft анализ изображение формирование чёткий изображение использоваться частотный временной метод показать данный размытый изображение являться результат изменение масштаб ориентация плоскость проекция
isar радиолокационный изображение цель сложный движение
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Замыкание цикла: Оценка измерительного инструмента для разработки модели зрелости
Для поддержки систематического совершенствования бизнес-аналитики (BI) в организациях мы разработали и усовершенствовали модель зрелости бизнес-аналитики (BIMM) и соответствующий инструмент измерения (MI) в ходе предыдущих исследований. В этом исследовании мы разрабатываем стратегию оценки и оцениваем достоверность разработанного артефакта измерения. С помощью кластерного анализа оценок зрелости 92 организаций мы выявили характерные сценарии зрелости BI и репрезентативные примеры для соответствующих сценариев. Для оценки разработанного инструмента мы сравниваем его результаты с информацией, полученной в ходе углубленных интервью в соответствующих компаниях. Точное соответствие между количественными оценками зрелости нашей модели и уровнями зрелости, полученными в результате качественного анализа, указывает на то, что MI правильно оценивает зрелость BI. Применяемый подход к оценке может быть повторно использован в других исследованиях по проектированию, где обоснованность требований о полезности часто трудно доказать.
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поддержка систематический совершенствование бизнес аналитик bi организация разработать усовершенствовать модель зрелость бизнес аналитик bimm соответствовать инструмент измерение mi ход предыдущий исследование это исследование разрабатывать стратегия оценка оценивать достоверность разработать артефакт измерение помощь кластерный анализ оценка зрелость 92 организация выявить характерный сценарий зрелость bi репрезентативный пример соответствующий сценарий оценка разработать инструмент сравнивать результат информация получить ход углублённый интервью соответствующий компания точный соответствие количественный оценка зрелость наш модель уровень зрелость получить результат качественный анализ указывать mi правильно оценивать зрелость bi применять подход оценка мочь повторно использовать исследование проектирование обоснованность требование полезность часто трудно доказать
замыкание цикл оценка измерительный инструмент разработка модель зрелость
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Архитектура для масштабируемого универсального распознавания речи
В этой статье описывается MultiSphinx, параллельная архитектура для масштабируемого автоматического распознавания речи с низкой задержкой. Сначала мы рассмотрим проблему создания универсального “ядра” распознавателя речи, поверх которого могут быть созданы уровни адаптации к предметной области и конкретной задаче. Затем мы покажем, что, когда эта проблема ограничивается расширением пространства поиска от “основного” словаря до надмножества этого словаря за несколько проходов поиска, это позволяет нам эффективно “разложить” распознаватель на компоненты примерно равной сложности. Мы представляем простые, но эффективные алгоритмы для построения сокращенного словаря и связанной с ним статистической языковой модели на основе существующей системы. Наконец, мы описываем архитектуру декодера MultiSphinx, которая позволяет выполнять несколько этапов распознавания одновременно и поэтапно, либо в нескольких потоках одного и того же процесса, либо в нескольких процессах на разных машинах, и которая позволяет получать наилучшие возможные частичные результаты, включая показатели достоверности, в любой момент во время распознавания процесс.
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статья описываться multisphinx параллельный архитектура масштабировать автоматический распознавание речь низкий задержка сначала рассмотреть проблема создание универсальный ядро распознаватель речь поверх мочь создать уровень адаптация предметный область конкретный задача затем показать проблема ограничиваться расширение пространство поиск основный словарь надмножество это словарь несколько проход поиск это позволять эффективно разложить распознаватель компонент примерно равный сложность представлять простой эффективный алгоритм построение сократить словарь связанный статистический языковой модель основа существующий система описывать архитектура декодер multisphinx позволять выполнять несколько этап распознавание одновременно поэтапно либо несколько поток процесс либо несколько процесс разный машина позволять получать хороший возможный частичный результат включая показатель достоверность любой момент время распознавание процесс
архитектура масштабировать универсальный распознавание речь
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"УМНАЯ ’ ТРОСТЬ ДЛЯ СЛАБОВИДЯЩИХ: РАЗРАБОТКА И КОНТРОЛИРУЕМЫЕ ПОЛЕВЫЕ ИСПЫТАНИЯ ДОСТУПНОЙ СИСТЕМЫ ОБНАРУЖЕНИЯ ПРЕПЯТСТВИЙ
(США) соответственно. После окончания учебы они участвовали в этом проекте на добровольных началах и в индивидуальном порядке. Сандип Сингх Гуджрал, специалист по трудотерапии, проходил стажировку в IIT в Дели с августа по ноябрь 2009 года и проводил обучение пользователей для проведения испытаний.
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сша соответственно окончание учёба участвовать это проект добровольный начало индивидуальный порядок сандип сингха гуджрать специалист трудотерапия проходить стажировка iit дели август ноябрь 2009 год проводить обучение пользователь проведение испытание
умный трость слабовидящий разработка контролировать полевой испытание доступный система обнаружение препятствие
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Прогнозирование продаж Nike с использованием данных Facebook
В этой статье проверяется, можно ли на основе данных Facebook составить точные прогнозы продаж Nike и как события, связанные с Nike, влияют на активность на страницах Nike в Facebook. В статье используется концепция продаж AIDA (осведомленность, интерес, желание и действие) из области маркетинга и метод анализа социальных сетей из области вычислительной социологии для моделирования продаж на основе больших социальных данных. Набор данных состоит из (а) выборки страниц Nike в Facebook с указанием количества лайков, комментариев, постов и т.д., которые были зарегистрированы для каждой страницы за день, и (б) бизнес-данных в виде квартальных показателей глобальных продаж, опубликованных в финансовых отчетах Nike. Исследование событий также проводится с использованием визуализатора социальных сетей (SoSeVi). Полученные результаты свидетельствуют о том, что данные Facebook действительно имеют информационную ценность. Некоторые из простых регрессионных моделей обладают высокой точностью прогнозирования. Множественные регрессии снижают точность прогнозирования и создают препятствия для анализа из-за таких характеристик набора данных, как идеальная мультиколлинеарность. Исследование событий выявило аномальную активность в связи с несколькими конкретными мероприятиями Nike, но выводы об этих всплесках активности, независимо от того, связаны ли они исключительно с событиями или являются совпадениями, могут быть сделаны только после детального анализа текста в каждом конкретном случае. Наши результаты помогают оценить информационную ценность больших социальных данных для маркетинговой стратегии компании, операций по продажам и цепочки поставок.
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статья проверяться основа данные facebook составить точный прогноз продажа nike событие связанный nike влиять активность страница nike facebook статья использоваться концепция продажа aida осведомлённость интерес желание действие область маркетинг метод анализ социальный сеть область вычислительный социология моделирование продажа основа больший социальный данные набор данные состоять выборка страница nike facebook указание количество лайковый комментарий пост далее зарегистрировать каждый страница день б бизнес данные вид квартальный показатель глобальный продажа опубликовать финансовый отчёт nike исследование событие также проводиться использование визуализатор социальный сеть sosevi получить результат свидетельствовать дать facebook действительно иметь информационный ценность некоторый простой регрессионный модель обладать высокий точность прогнозирование множественный регрессия снижать точность прогнозирование создавать препятствие анализ характеристика набор данные идеальный мультиколлинеарность исследование событие выявить аномальный активность связь несколько конкретный мероприятие nike вывод всплеск активность независимо связать исключительно событие являться совпадение мочь сделать детальный анализ текст каждый конкретный случай наш результат помогать оценить информационный ценность больший социальный данные маркетинговый стратегия компания операция продажа цепочка поставка
прогнозирование продажа nike использование данные facebook
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Вставки слов на основе викисловаря
Векторные представления слов стали чрезвычайно популярны в обработке естественного языка и машинном переводе. Недавний всплеск использования методов, основанных на глубоком обучении, для создания распределенных представлений был широко отмечен даже за пределами этих областей. Существующие представления, как правило, обучаются на больших одноязычных корпусах с использованием моделей прогнозирования на основе контекста. В этой статье мы предлагаем расширить уже существующие представления слов с помощью Викисловаря. В результате этого процесса исходные векторные представления слов значительно расширяются, что позволяет создать большой многоязычный словарь с включениями слов. Мы считаем, что этот ресурс может стать основой для многочисленных одноязычных и межъязыковых приложений, о чем свидетельствует серия проведенных нами одноязычных и межъязыковых семантических экспериментов.
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векторный представление слово стать чрезвычайно популярный обработка естественный язык машинный перевод недавний всплеск использование метод основать глубокий обучение создание распределённый представление широко отметить предел область существующий представление правило обучаться больший одноязычный корпус использование модель прогнозирование основа контекст статья предлагать расширить существующий представление слово помощь викисловарь результат это процесс исходный векторный представление слово значительно расширяться позволять создать большой многоязычный словарь включение слово считать ресурс мочь стать основа многочисленный одноязычный межъязыковой приложение свидетельствовать серия провести одноязычный межъязыковой семантический эксперимент
вставка слово основа викисловарь
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Расширение запроса на основе концепции
Методы расширения запросов изучались в течение длительного времени, и во многих случаях они были успешными. В этой статье мы представляем вероятностную модель расширения запросов, основанную на тезаурусе подобия, который был создан автоматически. Тезаурус подобия отражает знания предметной области о конкретной коллекции, на основе которой он создан. При расширении запроса мы решаем две важные проблемы: выбор и взвешивание дополнительных поисковых запросов. В отличие от предыдущих методов, наши запросы расширяются за счет добавления тех терминов, которые наиболее близки к концепции запроса, а не за счет выбора терминов, которые похожи на условия запроса. Наши эксперименты показывают, что такое расширение запросов приводит к заметному повышению эффективности поиска, если измерять его как с точки зрения точности запоминания, так и с точки зрения полезности.
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метод расширение запрос изучаться течение длительный время многий случай успешный статья представлять вероятностный модель расширение запрос основать тезаурус подобие создать автоматически тезаурус подобие отражать знание предметный область конкретный коллекция основа создать расширение запрос решать важный проблема выбор взвешивание дополнительный поисковый запрос отличие предыдущий метод наш запрос расширяться счёт добавление термин наиболее близкий концепция запрос счёт выбор термин похожий условие запрос наш эксперимент показывать расширение запрос приводить заметный повышение эффективность поиск измерять точка зрение точность запоминание точка зрение полезность
расширение запрос основа концепция
37b0f219c1f2fbc4b432b24a5fe91dd733f19b7f
Ассоциативный тезаурус для поиска информации
Несмотря на то, что тезаурусы широко используются как в коммерческих, так и в экспериментальных системах поиска информации, они не продемонстрировали существенных преимуществ в плане производительности поиска, и для больших текстовых баз данных трудно автоматически создать тезаурус. В этой статье предлагается подход, называемый PhraseFinder, для автоматического построения ассоциативных тезаурусов, зависящих от коллекции, с использованием больших коллекций полнотекстовых документов. Доступ к ассоциативному тезаурусу можно получить с помощью запросов на естественном языке в INQUERY, информационно-поисковой системе, основанной на сети вероятностного вывода. В IN-QUERY проводятся эксперименты по оценке различных типов ассоциативных тезаурусов, а также тезаурусов, созданных для различных коллекций.
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несмотря тезаурус широко использоваться коммерческий экспериментальный система поиск информация продемонстрировать существенный преимущество план производительность поиск больший текстовый база данные трудно автоматически создать тезаурус статья предлагаться подход называть phrasefinder автоматический построение ассоциативный тезаурус зависеть коллекция использование больший коллекция полнотекстовый документ доступ ассоциативный тезаурус получить помощь запрос естественный язык inquery информационно поисковый система основать сеть вероятностный вывод in query проводиться эксперимент оценка различный тип ассоциативный тезаурус также тезаурус создать различный коллекция
ассоциативный тезаурус поиск информация
ca56018ed7042d8528b5a7cd8f332c5737b53b1f
Эксперименты по автоматическому построению статистического тезауруса
Грамотно составленный тезаурус уже давно признан ценным инструментом эффективной работы информационно-поисковой системы. В этой статье представлены результаты экспериментов, направленных на определение обоснованности подхода к автоматическому построению глобальных тезаурусов (первоначально описанного Краучем в [1] и [2]), основанного на кластеризации коллекции документов. Авторы подтверждают правильность этого подхода, показывая, что использование тезаурусов, сгенерированных с помощью этого метода, приводит к существенному повышению эффективности поиска в четырех тестовых наборах. Теория определения ценности термина, используемая в алгоритме генерации тезауруса для определения принадлежности термина к определенному классу тезауруса, оказалась бесполезной для различения “хорошего” и “безразличного” или “плохого” класса тезауруса). В заключение авторы предлагают альтернативный подход к автоматическому построению тезауруса, который значительно упрощает работу по созданию жизнеспособных классов тезауруса. Экспериментальные результаты показывают, что альтернативный подход, описанный здесь, в некоторых случаях позволяет создавать тезаурусы, сравнимые по эффективности поиска с теми, которые были созданы с помощью первого метода, при гораздо меньших затратах.
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грамотно составить тезаурус давно признать ценный инструмент эффективный работа информационно поисковый система статья представить результат эксперимент направить определение обоснованность подход автоматический построение глобальный тезаурус первоначально описать краучий 1 2 основать кластеризация коллекция документ автор подтверждать правильность это подход показывать использование тезаурус сгенерировать помощь это метод приводить существенный повышение эффективность поиск четыре тестовый набор теория определение ценность термин использовать алгоритм генерация тезаурус определение принадлежность термин определённый класс тезаурус оказаться бесполезный различение хороший безразличный плохой класс тезаурус заключение автор предлагать альтернативный подход автоматический построение тезаурус значительно упрощать работа создание жизнеспособный класс тезаурус экспериментальный результат показывать альтернативный подход описать некоторый случай позволять создавать тезаурус сравнимый эффективность поиск создать помощь первый метод гораздо малый затрата
эксперимент автоматический построение статистический тезаурус
e50a316f97c9a405aa000d883a633bd5707f1a34
Подходы к взвешиванию терминов при автоматическом поиске текста
Экспериментальные данные, накопленные за последние 20 лет, указывают на то, что системы индексации текста, основанные на присвоении соответствующим образом взвешенных отдельных терминов, дают результаты поиска, превосходящие те, которые можно получить с помощью других, более сложных текстовых представлений. Эти результаты в решающей степени зависят от выбора эффективных систем взвешивания терминов. В этой статье обобщаются данные, полученные при автоматическом взвешивании терминов, и приводятся базовые модели индексации по одному термину, с которыми можно сравнить другие, более сложные процедуры контент-анализа. 1. АВТОМАТИЧЕСКИЙ АНАЛИЗ ТЕКСТА В конце 1950-х годов Лун [l] впервые предположил, что системы автоматического поиска текста могут быть разработаны на основе сравнения идентификаторов контента, связанных как с сохраненными текстами, так и с информационными запросами пользователей. Как правило, для идентификации контента используются определенные слова, извлеченные из текстов документов и запросов; в качестве альтернативы, представления контента могут быть выбраны вручную обученными индексаторами, знакомыми с рассматриваемыми предметными областями и содержанием коллекций документов. В любом случае документы будут представлены векторами терминов вида D= (ti,tj,...ytp) (1), где каждое техническое задание идентифицирует термин содержания, присвоенный некоторому образцу документа D. Аналогично, информационные запросы будут представлены либо в векторной форме, либо в виде форма логических выражений. Таким образом, типичный запрос Q может быть сформулирован как Q = (qa,qbr.. . ,4r) (2)
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экспериментальный дать накопить последний 20 год указывать система индексация текст основать присвоение соответствовать образ взвесить отдельный термин давать результат поиск превосходящий получить помощь сложный текстовый представление результат решающий степень зависеть выбор эффективный система взвешивание термин статья обобщаться дать получить автоматический взвешивание термин приводиться базовый модель индексация термин сравнить сложный процедура контент анализ 1 автоматический анализ текст конец 1950 х год луна l впервые предположить система автоматический поиск текст мочь разработать основа сравнение идентификатор контент связанный сохранить текст информационный запрос пользователь правило идентификация контент использоваться определённый слово извлечь текст документ запрос качество альтернатива представление контент мочь выбрать вручную обученный индексатор знакомый рассматривать предметный область содержание коллекция документ любой случай документ представить вектор термин вид d ti tj ytp 1 каждый технический задание идентифицировать термин содержание присвоить некоторый образец документ d аналогично информационный запрос представить либо векторный форма либо вид форма логический выражение образ типичный запрос q мочь сформулировать q qa qbr 4r 2
подход взвешивание термин автоматический поиск текст
fac511cc5079d432c7e010eee2d5a8d67136ecdd
Управление цепочкой поставок по индивидуальному заказу: обзор литературы и основы для разработки
Стратегия управления цепочками поставок "сборка по заказу" (BOSC) в последнее время привлекла внимание как исследователей, так и практиков, учитывая ее успешное внедрение во многих компаниях, включая Dell computers, Compaq и BMW. Растущее число статей о BOSC в литературе свидетельствует о важности стратегии и ее роли в повышении конкурентоспособности организации. Цель стратегии BOSC - удовлетворить требования отдельных клиентов, используя преимущества аутсорсинга и информационных технологий. Существует не так много исследовательских статей, в которых дается обзор BOSC, несмотря на то, что эта стратегия продвигается как операционная парадигма будущего. Основной целью данного исследования является (i) обзор концепций BOSC, (ii) разработка определений BOSC, (iii) классификация литературы на основе подходящей классификационной схемы, что позволит получить полезную информацию о BOSC и некоторых будущих направлениях исследований, (iv) обзор избранных статей о BOSC за их вклад в разработку и функционирование BOSC, (v) разработку основы для BOSC и (vi) предложение некоторых будущих направлений исследований. Литература была проанализирована на основе следующих четырех основных областей принятия решений: конкурентоспособность организации, разработка и внедрение BOSC, операции BOSC и информационные технологии в BOSC. Вот некоторые из важных замечаний: (а) отсутствуют адекватные исследования по разработке и управлению BOSC, (б) существует необходимость в дальнейших исследованиях по внедрению BOSC, (в) проблемы с человеческими ресурсами в BOSC игнорируются, (г) проблемы унификации продукта и модульность с точки зрения партнерства или развития поставщиков требуют дальнейшего внимания, и (e) необходимо дополнительно изучить соотношение между оперативностью реагирования и стоимостью логистики. Статья заканчивается заключительными замечаниями. # 2004 Elsevier B.V. Все права защищены.
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стратегия управление цепочка поставка сборка заказ bosc последний время привлечь внимание исследователь практик учитывать успешный внедрение многий компания включая dell computers compaq bmw расти число стать bosc литература свидетельствовать важность стратегия роль повышение конкурентоспособность организация цель стратегия bosc удовлетворить требование отдельный клиент использовать преимущество аутсорсинг информационный технология существовать исследовательский стать даваться обзор bosc несмотря стратегия продвигаться операционный парадигма будущее основной цель данный исследование являться i обзор концепция bosc ii разработка определение bosc iii классификация литература основа подходящий классификационный схема позволить получить полезный информация bosc некоторый будущий направление исследование iv обзор избранный стать bosc вклад разработка функционирование bosc v разработка основа bosc vi предложение некоторый будущий направление исследование литература проанализировать основа следующий четыре основный область принятие решение конкурентоспособность организация разработка внедрение bosc операция bosc информационный технология bosc некоторый важный замечание отсутствовать адекватный исследование разработка управление bosc б существовать необходимость дальнейший исследование внедрение bosc проблема человеческий ресурс bosc игнорироваться г проблема унификация продукт модульность точка зрение партнёрство развитие поставщик требовать дальнейший внимание e необходимо дополнительно изучить соотношение оперативность реагирование стоимость логистика статья заканчиваться заключительный замечание 2004 elsevier b v всё право защитить
управление цепочка поставка индивидуальный заказ обзор литература основа разработка
6ac15e819701cd0d077d8157711c4c402106722c
Технический отчет команды MIT Urban Challenge
В этом техническом отчете описывается подход команды Массачусетского технологического института к решению городской задачи DARPA. Мы разработали новую стратегию использования множества недорогих датчиков, установленных на периферии автомобиля и откалиброванных с помощью новой технологии кросс-модальной калибровки. Потоки данных лидара, камеры и радара обрабатываются с использованием инновационного локально сглаженного представления состояния, которое обеспечивает надежное восприятие для автономного управления в режиме реального времени. Для управления транспортными потоками была разработана гибкая архитектура планирования и контроля, состоящая из инновационного сочетания хорошо зарекомендовавших себя алгоритмов планирования полетов, ситуационного планирования, ситуационной интерпретации и управления траекторией. Эти инновации были внедрены в два новых роботизированных транспортных средства, оснащенных для автономного вождения в городских условиях, и прошли всестороннее тестирование в ходе выездного курса DARPA. Результаты экспериментов демонстрируют всю базовую навигацию и некоторые основные правила дорожного движения, включая автономное вождение без водителя, следование по полосе движения с использованием purepursuit control и нашей стратегии восприятия локальных рамок, объезд препятствий с помощью kinodynamic RRT, планирование траектории, развороты и оценку приоритета среди других автомобилей на перекрестках с помощью нашего ситуационного интерпретатора. Мы работаем над расширением применения этих подходов к усовершенствованной навигации и сценариям дорожного движения. † Краткое описание В этом техническом отчете описывается подход команды MIT к решению городской задачи DARPA. Мы разработали новую стратегию использования множества недорогих датчиков, установленных на периферии автомобиля и откалиброванных с помощью новой технологии кросс-модальной калибровки. Потоки данных лидара, камеры и радара обрабатываются с использованием инновационного локально сглаженного представления состояния, которое обеспечивает надежное восприятие для автономного управления в режиме реального времени. Для управления транспортными потоками была разработана гибкая архитектура планирования и контроля, состоящая из инновационного сочетания хорошо зарекомендовавших себя алгоритмов планирования полетов, ситуационного планирования, ситуационной интерпретации и управления траекторией. Эти инновации были внедрены в два новых роботизированных транспортных средства, оснащенных для автономного вождения в городских условиях, которые прошли всестороннее тестирование в ходе выездного курса DARPA. Результаты экспериментов демонстрируют всю базовую навигацию и некоторые основные правила дорожного движения, включая автономное вождение без водителя, следование по полосе движения с использованием системы pure-pursuit control и нашей стратегии восприятия локальных кадров, объезд препятствий с помощью кинодинамического планирования маршрута RRT, развороты и оценку приоритета среди других автомобилей на перекрестках с помощью нашего ситуационного интерпретатора. Мы работаем над тем, чтобы распространить эти подходы на продвинутую навигацию и сценарии дорожного движения. ОТКАЗ ОТ ОТВЕТСТВЕННОСТИ: Информация, содержащаяся в этом документе, не отражает официальную политику, явно выраженную или подразумеваемую, Агентства перспективных исследовательских проектов Министерства обороны (DARPA) или Министерства обороны США. DARPA не гарантирует точность или надежность информации, содержащейся в этом документе. Дополнительная поддержка …
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это технический отчёт описываться подход команда массачусетский технологический институт решение городской задача darpa разработать новый стратегия использование множество недорогой датчик установленный периферия автомобиль откалибровать помощь новый технология кросс модальный калибровка поток данные лидар камера радар обрабатываться использование инновационный локально сгладить представление состояние обеспечивать надёжный восприятие автономный управление режим реальный время управление транспортный поток разработать гибкий архитектура планирование контроль состоять инновационный сочетание зарекомендовать алгоритм планирование полёт ситуационный планирование ситуационный интерпретация управление траектория инновация внедрить новый роботизированный транспортный средство оснастить автономный вождение городской условие пройти всесторонний тестирование ход выездной курс darpa результат эксперимент демонстрировать весь базовый навигация некоторый основной правило дорожный движение включая автономный вождение водитель следование полоса движение использование purepursuit control наш стратегия восприятие локальный рамка объезд препятствие помощь kinodynamic rrt планирование траектория разворот оценка приоритет среди автомобиль перекрёсток помощь наш ситуационный интерпретатор работать расширение применение подход усовершенствовать навигация сценарий дорожный движение краткий описание это технический отчёт описываться подход команда mit решение городской задача darpa разработать новый стратегия использование множество недорогой датчик установленный периферия автомобиль откалибровать помощь новый технология кросс модальный калибровка поток данные лидар камера радар обрабатываться использование инновационный локально сгладить представление состояние обеспечивать надёжный восприятие автономный управление режим реальный время управление транспортный поток разработать гибкий архитектура планирование контроль состоять инновационный сочетание зарекомендовать алгоритм планирование полёт ситуационный планирование ситуационный интерпретация управление траектория инновация внедрить новый роботизированный транспортный средство оснастить автономный вождение городской условие пройти всесторонний тестирование ход выездной курс darpa результат эксперимент демонстрировать весь базовый навигация некоторый основной правило дорожный движение включая автономный вождение водитель следование полоса движение использование система pure pursuit control наш стратегия восприятие локальный кадр объезд препятствие помощь кинодинамический планирование маршрут rrt разворот оценка приоритет среди автомобиль перекрёсток помощь наш ситуационный интерпретатор работать распространить подход продвинуть навигация сценарий дорожный движение отказ ответственность информация содержаться это документ отражать официальный политика явно выраженный подразумевать агентство перспективный исследовательский проект министерство оборона darpa министерство оборона сша darpa гарантировать точность надёжность информация содержаться это документ дополнительный поддержка
технический отчёт команда mit urban challenge
035e9cd81d5dd3b1621fb14e00b452959daffddf
Платформы в инновационных экосистемах здравоохранения: взгляд инновационного посредника
Инновации в здравоохранении достигли значительных успехов. В настоящее время инновационные решения, как правило, включают интеграцию устройств, сбор и анализ данных, которые объединяют широкий круг участников, создавая экосистемы здравоохранения, ориентированные на платформу. Взаимосвязанность и междисциплинарность экосистем порождают ряд жизненно важных вопросов, связанных со стратегическим управлением такой сложной системой. В этой статье подчеркивается важность инновационных посредников, особенно в экосистеме, ориентированной на платформу, такой как индустрия здравоохранения. Это служит напоминанием о том, почему технологам здравоохранения важно продумывать активные способы внесения вклада в инновационную экосистему, создавая устройства с учетом перспектив платформы.
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инновация здравоохранение достигнуть значительный успех настоящий время инновационный решение правило включать интеграция устройство сбор анализ данные объединять широкий круг участник создавать экосистема здравоохранение ориентировать платформа взаимосвязанность междисциплинарность экосистема порождать ряд жизненно важный вопрос связанный стратегический управление сложный система статья подчёркиваться важность инновационный посредник особенно экосистема ориентировать платформа индустрия здравоохранение это служить напоминание почему технолог здравоохранение важно продумывать активный способ внесение вклад инновационный экосистема создавать устройство учёт перспектива платформа
платформа инновационный экосистема здравоохранение взгляд инновационный посредник
f4968d7a9a330edf09f95c45170ad67d2f340fc7
Кластеризация датчиков в беспроводных одноранговых сетях, работающих в опасной среде
Датчики в среде слияния данных на враждебной территории географически рассредоточены и со временем меняют свое местоположение. Для сбора и обработки данных с этих датчиков требуется столь же гибкая сеть уровней слияния (т.е. кластеров). Чтобы учесть неблагоприятную окружающую среду, мы допускаем ненадежность каналов связи между датчиками и головками кластера. Мы разрабатываем модель смешанного целочисленного линейного программирования (MILP) для определения стратегии определения местоположения кластера, которая максимизирует ожидаемый объем обрабатываемых данных за вычетом переназначений кластера в течение определенного периода времени. Для этой задачи разработана эвристика генерации столбцов (CG). Результаты вычислений показывают, что CG работает намного быстрее, чем стандартный коммерческий решатель, а типичный разрыв в оптимальности для больших задач составляет менее 5%. Также обсуждаются усовершенствования базовой модели в области моделирования сбоев связи, учета пропускной способности полосы пропускания и оценки затрат на перенастройку кластера.
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датчик среда слияние данные враждебный территория географически рассредоточить время менять свой местоположение сбор обработка данные датчик требоваться столь гибкий сеть уровень слияние кластер учесть неблагоприятный окружающий среда допускать ненадёжность канал связь датчик головка кластер разрабатывать модель смешанный целочисленный линейный программирование milp определение стратегия определение местоположение кластер максимизировать ожидать объём обрабатывать данные вычет переназначение кластер течение определённый период время задача разработать эвристика генерация столбцы cg результат вычисление показывать cg работать намного быстрый стандартный коммерческий решатель типичный разрыв оптимальность больший задача составлять менее 5 также обсуждаться усовершенствование базовый модель область моделирование сбой связь учёт пропускной способность полоса пропускание оценка затрата перенастройка кластер
кластеризация датчик беспроводный одноранговый сеть работать опасный среда
e5a837696c7a5d329a6a540a0d2de912a010ac47
Методы построения таблиц для модальной и темпоральной логики
Этот документ представляет собой полный черновик главы Раджива Гора "Методы таблиц для модальной и темпоральной логики", которая является частью "Руководства по методам таблиц", отредактированного
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документ представлять полный черновик глава раджив гора метод таблица модальный темпоральный логика являться часть руководство метод таблица отредактировать
метод построение таблица модальный темпоральный логика
f0fcb064acefae20d0a7293a868c1a9822f388bb
Общее моделирование спектрального объектива камеры
Мы представляем имитационную модель объектива камеры, способную создавать сложные фотографические эффекты в общей спектральной системе рендеринга изображений методом Монте-Карло. Наш подход основан на знаниях из геометрической теории дифракции, оптической инженерии и науки о стекле. Мы покажем, как эффективно моделировать все пять монохроматических аберраций, сферическую аберрацию и коматозную аберрацию, астигматизм, кривизну поля зрения и дисторсию. Мы также рассмотрим хроматическую аберрацию, боковую цветовую и апертурную дифракцию. Включение френелевского отражения создает правильные блики на линзах, и мы представляем оптимизированный метод выборки для формирования траектории.
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представлять имитационный модель объектив камера способный создавать сложный фотографический эффект общий спектральный система рендеринг изображение метод монт карло наш подход основать знание геометрический теория дифракция оптический инженерия наука стекло показать эффективно моделировать всё пять монохроматический аберрация сферический аберрация коматозный аберрация астигматизм кривизна поле зрение дисторсия также рассмотреть хроматический аберрация боковой цветовой апертурный дифракция включение френелевский отражение создавать правильный блик линза представлять оптимизировать метод выборка формирование траектория
общий моделирование спектральный объектив камера
412b93429b7b7b307cc64702cdfa91630210a52e
Алгоритм оптимального отображения технологии для оптимизации задержки в конструкциях ПЛИС на основе справочных таблиц
В этой статье мы представляем алгоритм отображения технологии за полиномиальное время, называемый Flow-Map, который оптимально решает задачу отображения технологии FPGA на основе LUT для минимизации глубины для обычных булевых сетей. Этот теоретический прорыв резко контрастирует с тем фактом, что проблема отображения традиционных технологий в проектах, основанных на библиотеках, является NP-сложной. Ключевым этапом в Flow-Map является вычисление минимальной высоты K-допустимого разреза в сети, что решается путем вычисления сетевого потока. Наш алгоритм также эффективно сводит к минимуму количество срезов за счет увеличения объема каждого среза и нескольких операций последующей обработки. Мы протестировали алгоритм Flow-Map на ряде тестов и добились сокращения как глубины сети, так и количества LUT в картографических решениях по сравнению с предыдущими алгоритмами.
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статья представлять алгоритм отображение технология полиномиальный время называть flow map оптимально решать задача отображение технология fpga основа lut минимизация глубина обычный булев сеть теоретический прорыв резко контрастировать факт проблема отображение традиционный технология проект основать библиотека являться np сложный ключевой этап flow map являться вычисление минимальный высота k допустимый разрез сеть решаться путём вычисление сетевой поток наш алгоритм также эффективно сводить минимум количество срез счёт увеличение объём каждый срез несколько операция последующий обработка протестировать алгоритм flow map ряд тест добиться сокращение глубина сеть количество lut картографический решение сравнение предыдущий алгоритм
алгоритм оптимальный отображение технология оптимизация задержка конструкция плис основа справочный таблица
10727ad1dacea19dc813e50b014ca08e27dcd065
Гендерно-специфический поведенческий анализ данных об использовании мобильных устройств
Мобильные устройства обеспечивают непрерывный поток контекстной поведенческой информации, которую можно использовать для различных пользовательских сервисов, таких как персонализация рекламы и настройка домашних экранов. В этой статье мы стремимся лучше понять связанные с полом поведенческие модели, обнаруживаемые при использовании приложений, Bluetooth и Wi-Fi. Используя набор данных, состоящий примерно из 19-месячных данных, собранных от 189 испытуемых, была проведена гендерная классификация с использованием 1000 признаков, связанных с частотой событий, что обеспечивает точность до 91,8%. Затем мы представим поведенческий анализ трафика приложений с использованием методов, обычно используемых при просмотре веб-страниц, в качестве альтернативного подхода к анализу данных. Наконец, мы завершим обсуждение атак с использованием олицетворения, в ходе которого мы попытаемся определить, является ли представитель одного пола менее уязвимым для несанкционированного доступа на своем мобильном устройстве.
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мобильный устройство обеспечивать непрерывный поток контекстный поведенческий информация использовать различный пользовательский сервис персонализация реклама настройка домашний экран статья стремиться хороший понять связанный пол поведенческий модель обнаруживать использование приложение bluetooth wi fi использовать набор данные состоять примерно 19 месячный данные собранный 189 испытуемый провести гендерный классификация использование 1000 признак связанный частота событие обеспечивать точность 91 8 затем представимый поведенческий анализ трафик приложение использование метод обычно использовать просмотр веб страница качество альтернативный подход анализ данные завершить обсуждение атака использование олицетворение ход попытаться определить являться представитель пол менее уязвимый несанкционированный доступ свой мобильный устройство
гендерно специфический поведенческий анализ данные использование мобильный устройство
e275f643c97ca1f4c7715635bb72cf02df928d06
От баз данных к Большим данным
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база данные больший данные
5f85b28af230828675997aea48e939576996e16e
Разработка обучающих игр для онлайн-образования
Использование обучающих игр в учебных средах становится все более актуальной тенденцией. Мотивирующие и захватывающие черты игрового обучения были глубоко изучены в литературе, но систематическая разработка и внедрение обучающих игр остаются неясной темой. В этом исследовании анализируются некоторые требования, предъявляемые к дизайну обучающих игр в онлайн-образовании, и предлагается общий метод разработки игр, который включает функции адаптации и оценки. Наконец, описывается конкретная реализация этого дизайна в свете его применимости к другим реализациям и средам. 2008 ООО "Эльзевир". Все права защищены.
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использование обучать игра учебный среда становиться всё актуальный тенденция мотивировать захватывать черта игровой обучение глубоко изучить литература систематический разработка внедрение обучать игра оставаться неясный тема это исследование анализироваться некоторый требование предъявлять дизайн обучать игра онлайн образование предлагаться общий метод разработка игра включать функция адаптация оценка описываться конкретный реализация это дизайн свет применимость реализация среда 2008 ооо эльзевир всё право защитить
разработка обучать игра онлайн образование
328bfd1d0229bc4973277f893abd1eb288159fc9
Обзор литературы о стареющем черепе и лице взрослого человека: значение для судебно-медицинских исследований и прикладного применения.
Эта статья представляет собой краткое изложение результатов изучения морфологических изменений черепа и лица у взрослых, связанных с возрастом. Наши цели двояки: (1) на основе обзора литературы мы рассмотрим факторы, влияющие на черепно-лицевое старение, и (2) общие закономерности старения головы и лица в зрелом возрасте. Мы представляем результаты исследований о влиянии окружающей среды и врожденных особенностей на старение лица, возрастных изменениях мягких тканей лица и костных изменениях в черепно-лицевом и зубочелюстном скелете. Затем мы кратко расскажем об актуальности этой информации для исследований в области криминалистики и ее приложений, таких как разработка компьютерных технологий определения возраста лица и распознавания лиц, а также о вкладе в создание криминалистических эскизов.
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статья представлять краткий изложение результат изучение морфологический изменение череп лицо взрослый связанный возраст наш цель двоякий 1 основа обзор литература рассмотреть фактор влиять черепный лицевой старение 2 общий закономерность старение голова лицо зрелый возраст представлять результат исследование влияние окружающий среда врождённый особенность старение лицо возрастной изменение мягкий ткань лицо костный изменение черепный лицевой зубочелюстной скелет затем кратко рассказать актуальность информация исследование область криминалистика приложение разработка компьютерный технология определение возраст лицо распознавание лицо также вклад создание криминалистический эскиз
обзор литература стареть череп лицо взрослый человек значение судебный медицинский исследование прикладной применение
7ecaca8db190608dc4482999e19b1593cc6ad4e5
Основанный на характеристиках обзор подходов к преобразованию моделей
Конкретный рисунок 5 Особенности основной части предметной области: (А) шаблоны и (Б) Парадигма языка логики Создание элемента спецификации значений Неявное явное логическое ограничение Объектно-ориентированная функциональная процедурная логика Привязка значений Императивное назначение IBM SYSTEMS JOURNAL, ТОМ 45, № 3, 2006 ЧАРНЕЦКИЙ И ХЕЛСЕН 629 работают на одной модели из детали, работающие на других моделях. Например, классические правила перезаписи содержат LHS, работающий с исходной моделью, и RHS, работающий с целевой моделью. В других подходах, таких как правило, реализованное в виде Java-программы, такого синтаксического различия может и не быть. Многонаправленность Многонаправленность означает возможность выполнения правила в разных направлениях (см. рис. 4А). Правила, поддерживающие разнонаправленность, обычно определяются для входных и выходных доменов. Разнонаправленные правила доступны в отношениях MTF и QVT. Правила преобразования условий применения в некоторых подходах могут содержать условие применения (см. рис. 4А), которое должно быть истинным, чтобы правило было выполнено. Примером может служить предложение when в отношениях QVT (пример 1). Промежуточная структура Выполнение правила может потребовать создания некоторых дополнительных промежуточных структур (см. рис. 4А), которые не являются частью преобразуемых моделей. Эти структуры часто являются временными и требуют наличия собственной метамодели. Конкретным примером промежуточных структур являются ссылки для отслеживания. В отличие от других промежуточных структур, ссылки на отслеживаемость обычно сохраняются. Даже если ссылки на отслеживаемость не сохраняются, некоторые подходы, такие как AGG и VIATRA, полагаются на них, чтобы предотвратить многократное ‘срабатывание’ правила для одного и того же входного элемента. Параметризация Простейшим видом параметризации является использование управляющих параметров, которые позволяют передавать значения в качестве управляющих флагов (рис. 7). Управляющие параметры полезны для реализации политик. Например, преобразование моделей классов в реляционные схемы может содержать управляющий параметр, указывающий, какой из альтернативных шаблонов объектно-реляционного отображения следует использовать при данном выполнении. 7 Универсальные методы позволяют передавать типы данных, включая типы элементов модели, в качестве параметров. Обобщения могут помочь сделать правила преобразования более пригодными для повторного использования. Обобщенные преобразования были описаны Варро и Патарицей. 17 Наконец, правила более высокого порядка используют другие правила в качестве параметров и могут обеспечить еще более высокий уровень повторного использования и абстрагирования. Stratego 64 является примером языка преобразования терминов для преобразования программ, поддерживающего правила более высокого порядка. В настоящее время нам неизвестно о каких-либо подходах к преобразованию моделей с первоклассной поддержкой правил более высокого порядка. Отражение и аспекты Некоторые авторы выступают за поддержку отражения и аспектов (рис. 4) в языках преобразования. Отражение поддерживается в ATL путем предоставления отражающего доступа к правилам преобразования во время выполнения преобразований. Силаги и др. предложили аспектно-ориентированное расширение MTL. 65 Размышления и аспекты могут быть использованы для выражения опасений, которые затрагивают несколько правил, таких как пользовательские политики управления отслеживаемостью. 66 Управление применением правил: определение местоположения Правило должно быть применено к определенному местоположению в пределах его исходной области. Поскольку для правила в пределах заданной исходной области может быть более одного совпадения, нам нужна стратегия определения местоположений приложений (рис. 8А). Стратегия может быть детерминированной, недетерминированной или интерактивной. Например, детерминированная стратегия может использовать некоторую стандартную стратегию обхода (такую как "сначала в глубину") иерархии локализации в источнике. Stratego 64 - это пример языка для перезаписи терминов с богатым механизмом для выражения обхода в древовидных структурах. Примерами недетерминированных стратегий являются одноточечное приложение, где правило применяется к одному недетерминированно выбранному местоположению, и параллельное приложение, где одним из правил является Рис. 6. Ввод текста нетипизированным синтаксически типизированным семантически типизированным набором текста Рис. 7. Параметризация контрольных параметров Общие правила более высокого порядка Параметризация ЧАРНЕЦКИ И ХЕЛСЕНА IBM SYSTEMS JOURNAL, ТОМ 45, NO 3 декабря 2006 г. 630 Рисунок 8 Особенности подхода к преобразованию модели: (A) определение местоположения, (B) планирование правил, (C) организация правил, (D) взаимосвязь источник-цель, (E) постепенность, (F) направленность и (G) отслеживание параллельных одноточечных недетерминированных детерминированных процессов. Стратегия применения интерактивных правил A
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конкретный рисунок 5 особенность основной часть предметный область шаблон б парадигма язык логика создание элемент спецификация значение неявный явный логический ограничение объектный ориентировать функциональный процедурный логика привязка значение императивный назначение ibm systems journal 45 3 2006 чарнецкий хелсный 629 работать модель деталь работать модель например классический правило перезапись содержать lhs работать исходный модель rhs работать целевой модель подход правило реализовать вид java программа синтаксический различие мочь многонаправленность многонаправленность означать возможность выполнение правило разный направление смотреть рис 4а правило поддерживать разнонаправленность обычно определяться входной выходной домен разнонаправленный правило доступный отношение mtf qvt правило преобразование условие применение некоторый подход мочь содержать условие применение смотреть рис 4а должный истинный правило выполнить пример мочь служить предложение when отношение qvt пример 1 промежуточный структура выполнение правило мочь потребовать создание некоторый дополнительный промежуточный структура смотреть рис 4а являться часть преобразовать модель структура часто являться временной требовать наличие собственный метамодель конкретный пример промежуточный структура являться ссылка отслеживание отличие промежуточный структура ссылка отслеживаемость обычно сохраняться ссылка отслеживаемость сохраняться некоторый подход agg viatra полагаться предотвратить многократный срабатывание правило входной элемент параметризация простейшее вид параметризация являться использование управлять параметр позволять передавать значение качество управлять флаг рис 7 управлять параметр полезный реализация политик например преобразование модель класс реляционный схема мочь содержать управлять параметр указывать альтернативный шаблон объектный реляционный отображение следовать использовать данный выполнение 7 универсальный метод позволять передавать тип данные включая тип элемент модель качество параметр обобщение мочь помочь сделать правило преобразование пригодный повторный использование обобщённый преобразование описать варро патарица 17 правило высокий порядок использовать правило качество параметр мочь обеспечить ещё высокий уровень повторный использование абстрагирование stratego 64 являться пример язык преобразование термин преобразование программа поддерживать правило высокий порядок настоящий время неизвестно либо подход преобразование модель первоклассный поддержка правило высокий порядок отражение аспект некоторый автор выступать поддержка отражение аспект рис 4 язык преобразование отражение поддерживаться atl путём предоставление отражать доступ правило преобразование время выполнение преобразование силаг др предложить аспектный ориентировать расширение mtl 65 размышление аспект мочь использовать выражение опасение затрагивать несколько правило пользовательский политика управление отслеживаемость 66 управление применение правило определение местоположение правило должный применить определённый местоположение предел исходный область поскольку правило предел задать исходный область мочь совпадение нужный стратегия определение местоположение приложение рис 8а стратегия мочь детерминированный недетерминированный интерактивный например детерминированный стратегия мочь использовать некоторый стандартный стратегия обход сначала глубина иерархия локализация источник stratego 64 это пример язык перезапись термин богатый механизм выражение обход древовидный структура пример недетерминированный стратегия являться одноточечный приложение правило применяться недетерминированный выбрать местоположение параллельный приложение правило являться рис 6 ввод текст нетипизировать синтаксически типизировать семантически типизировать набор текст рис 7 параметризация контрольный параметр общий правило высокий порядок параметризация чарнецк хелсена ibm systems journal 45 no 3 декабрь 2006 г 630 рисунок 8 особенность подход преобразование модель a определение местоположение b планирование правило c организация правило d взаимосвязь источник цель e постепенность f направленность g отслеживание параллельный одноточечный недетерминированный детерминированный процесс стратегия применение интерактивный правило a
основать характеристика обзор подход преобразование модель
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Роботизированная и открытая резекция почки: систематический обзор и мета-анализ
цели Критически проанализировать имеющиеся в настоящее время данные исследований, сравнивающих роботизированную частичную нефрэктомию (RPN) и открытую частичную нефрэктомию (OPN). МАТЕРИАЛЫ И МЕТОДЫ В октябре 2013 года был проведен всесторонний обзор литературы из Pubmed, Web of Science и Scopus. Все соответствующие исследования, сравнивающие RPN с OPN, были включены для дальнейшего изучения. Был проведен совокупный мета-анализ всех сравнительных исследований и оценена достоверность публикаций с помощью воронкообразного графика. результаты Для анализа были включены восемь исследований, в которых приняли участие в общей сложности 3418 пациентов (757 пациентов в роботизированной группе и 2661 пациент в открытой группе). Несмотря на то, что процедуры RPN требовали более длительного оперативного вмешательства (средневзвешенная разница [WMD]: 40,89; 95% доверительный интервал [ДИ]: 14,39-67,40; p = 0,002), пациенты в этой группе имели меньшую частоту периоперационных осложнений (19,3% для RPN и 29,5% для OPN; отношение шансов [ОР]: 0,53; 95% ДИ 0,42-0,67; р<0,00001), более короткое пребывание в больнице (ОМУ: -2,78; 95%ДИ от -3,36 до -1,92; р<0,00001), меньшая предполагаемая кровопотеря (ОМУ: -106,83; 95%ДИ от -176,4 до -37,27; р = 0,003).. Трансфузии, переход к радикальной нефрэктомии, время ишемии и предполагаемое изменение СКФ, состояние запаса и общая стоимость были сопоставимы между двумя методами. Основным ограничением настоящего мета-анализа является нерандомизация всех включенных исследований. выводы РПН, по-видимому, является эффективной альтернативой ОПН с такими преимуществами, как меньшая частота периоперационных осложнений, меньшая продолжительность пребывания в стационаре и меньшая кровопотеря. Тем не менее, для подтверждения этих результатов необходимы высококачественные проспективные рандомизированные исследования с более длительным периодом наблюдения.
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цель критически проанализировать иметься настоящий время дать исследование сравнивать роботизированный частичный нефрэктомия rpn открытый частичный нефрэктомия opn материал метод октябрь 2013 год провести всесторонний обзор литература pubmed web of science scopus всё соответствующий исследование сравнивать rpn opn включить дальнейший изучение провести совокупный мета анализ весь сравнительный исследование оценить достоверность публикация помощь воронкообразный графика результат анализ включить восемь исследование принять участие общий сложность 3418 пациент 757 пациент роботизированный группа 2661 пациент открытый группа несмотря процедура rpn требовать длительный оперативный вмешательство средневзвешенный разница wmd 40 89 95 доверительный интервал ди 14 39 67 40 p 0 002 пациент группа иметь малый частота периоперационный осложнение 19 3 rpn 29 5 opn отношение шанс ор 0 53 95 ди 0 42 0 67 р 0 00001 короткий пребывание больница ома 2 78 95 ди 3 36 1 92 р 0 00001 малый предполагать кровопотеря ома 106 83 95 ди 176 4 37 27 р 0 003 трансфузия переход радикальный нефрэктомия время ишемия предполагать изменение скф состояние запас общий стоимость сопоставимый метод основный ограничение настоящий мета анализ являться нерандомизация весь включить исследование вывод рпн видимый являться эффективный альтернатива опн преимущество малый частота периоперационный осложнение малый продолжительность пребывание стационар малый кровопотеря менее подтверждение результат необходимый высококачественный проспективный рандомизировать исследование длительный период наблюдение
роботизированный открытый резекция почка систематический обзор мета анализ
d464735cc3f8cb515a96f1ac346d42e8d7a28671
Калибровка по методу "черного ящика" для АЦП с жесткими нелинейными ошибками с использованием нового аддитивного кода на основе INL: Пример конвейерного АЦП
В данной статье представлен метод цифровой калибровки нелинейности для АЦП с сильными разрывами ввода–вывода между соседними кодами, таких как конвейерные, алгоритмические и SAR-АЦП с избыточностью. В преобразователях такого типа передаточная функция АЦП часто включает многозначные области, где традиционные методы калибровки, основанные на интегральной нелинейности (INL), как правило, приводят к неправильной калибровке, что отрицательно сказывается на производительности АЦП. В качестве решения этой проблемы в данной статье предлагается новая калибровка на основе INL, которая использует информацию из внутренних сигналов АЦП для обеспечения надежной оценки статических нелинейных ошибок для многозначных АЦП. Этот метод полностью универсален и может быть применен к любому существующему проекту при условии наличия доступа к внутренним цифровым сигналам. В конвейерных АЦП или АЦП с поддиапазоном это подразумевает доступ к частичным подкодам перед цифровой коррекцией; в алгоритмических АЦП или АЦП SAR используется преобразование бит/разрядов за цикл. В качестве демонстрационного примера, подтверждающего концепцию, рассматриваются результаты экспериментов для линейного АЦП на КМОП-матрице 1,2 В, 23 МВт, 130 нм с SINAD 58,4 дБц (в номинальных условиях без калибровки). В напряженной ситуации при напряжении питания 0,95 В значения SINAD АЦП составляют 47,8 дБн и 56,1 дБн соответственно до и после калибровки (общее энергопотребление, включая логику калибровки, составляет 15,4 МВт).
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дать статья представить метод цифровой калибровка нелинейность ацп сильный разрыв ввод вывод соседний код конвейерный алгоритмический sar ацп избыточность преобразователь тип передаточный функция ацп часто включать многозначный область традиционный метод калибровка основать интегральный нелинейность inl правило приводить неправильный калибровка отрицательно сказываться производительность ацп качество решение проблема дать статья предлагаться новый калибровка основа inl использовать информация внутренний сигнал ацп обеспечение надёжный оценка статический нелинейный ошибка многозначный ацп метод полностью универсальный мочь применить любой существующий проект условие наличие доступ внутренний цифровой сигнал конвейерный ацп ацп поддиапазон это подразумевать доступ частичный подкод цифровой коррекция алгоритмический ацп ацп sar использоваться преобразование битый разряд цикл качество демонстрационный пример подтверждать концепция рассматриваться результат эксперимент линейный ацп кмоп матрица 1 2 23 мвт 130 нм sinad 58 4 дбц номинальный условие калибровка напрячь ситуация напряжение питание 0 95 значение sinad ацп составлять 47 8 дбн 56 1 дбн соответственно калибровка общий энергопотребление включая логика калибровка составлять 15 4 мвт
калибровка метод чёрный ящик ацп жёсткий нелинейный ошибка использование новый аддитивный код основа inl пример конвейерный ацп
b1be4ea2ce9edcdcb4455643d0d21094f4f0a772
WebSelF: фреймворк для очистки веб-страниц
Мы представляем WebSelF, фреймворк для веб-скрейпинга, который моделирует процесс веб-скрейпинга и разбивает его на четыре концептуально независимых, пригодных для повторного использования и компонуемых компонента. Мы проверили наш фреймворк с помощью полной параметризованной реализации, которая является достаточно гибкой, чтобы учесть предыдущую работу по веб-скрейпингу. Мы провели эксперимент, в ходе которого оценивались несколько качественно отличающихся компонентов веб-скрейпинга (включая предыдущую работу и их комбинации) примерно на 11 000 HTML-страницах ежедневных версий 17 веб-сайтов в течение более чем одного года. Наша система решает три конкретные проблемы, связанные с текущим очисткой полотна, и наши экспериментальные результаты показывают, что сочетание предыдущих и наших новых методов обеспечивает более высокую степень точности и специфичности, чем существующие технологии.-
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представлять webself фреймворк веб скрейпинг моделировать процесс веб скрейпинг разбивать четыре концептуально независимый пригодный повторный использование компоновать компонент проверить наш фреймворк помощь полный параметризовать реализация являться достаточно гибкий учесть предыдущий работа веб скрейпинг провести эксперимент ход оцениваться несколько качественно отличаться компонент веб скрейпинг включая предыдущий работа комбинация примерно 11 000 html страница ежедневный версия 17 веб сайт течение год наш система решать конкретный проблема связанный текущий очистка полотно наш экспериментальный результат показывать сочетание предыдущий наш новый метод обеспечивать высокий степень точность специфичность существующий технология
webself фреймворк очистка веб страница
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Основанный на модели KNN подход к классификации
k-Ближайших соседей (kNN) - это простой, но эффективный метод классификации. Основными недостатками kNN являются (1) его низкая эффективность, поскольку он является методом ленивого обучения, что не позволяет использовать его во многих приложениях, таких как динамический веб-майнинг для большого хранилища, и (2) его зависимость от выбора “хорошего значения” для k. В этой статье мы предлагаем новый метод классификации типа kNN, направленный на преодоление этих недостатков. Наш метод создает модель kNN для данных, которая заменяет данные, служащие основой для классификации. Значение k определяется автоматически, варьируется для разных данных и является оптимальным с точки зрения точности классификации. Построение модели уменьшает зависимость от k и ускоряет классификацию. Чтобы протестировать наш метод, были проведены эксперименты с некоторыми общедоступными наборами данных, собранными из репозитория машинного обучения UCI. Экспериментальные результаты показывают, что модель, основанная на kNN, хорошо сочетается с C5.0 и kNN с точки зрения точности классификации, но более эффективна, чем стандартная kNN.
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k близкий сосед knn это простой эффективный метод классификация основный недостаток knn являться 1 низкий эффективность поскольку являться метод ленивый обучение позволять использовать многий приложение динамический веб майнинга большой хранилище 2 зависимость выбор хороший значение k статья предлагать новый метод классификация тип knn направить преодоление недостаток наш метод создавать модель knn данные заменять дать служащий основа классификация значение k определяться автоматически варьироваться разный данные являться оптимальный точка зрение точность классификация построение модель уменьшать зависимость k ускорять классификация протестировать наш метод провести эксперимент некоторый общедоступный набор данные собранный репозиторий машинный обучение uci экспериментальный результат показывать модель основать knn сочетаться c5 0 knn точка зрение точность классификация эффективный стандартный knn
основать модель knn подход классификация
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Новый метод ретекстурирования виртуальной примерочной с использованием камеры Kinect 2
В этой исследовательской работе предлагается новый метод ретекстурирования одежды с использованием одного статичного изображения и информации о глубине, полученной с помощью камеры Microsoft Kinect 2. Сначала предмет одежды сегментируется на изображении, а координаты текстурной области вычисляются для каждого пикселя рубашки с использованием 3D-информации. После этого на новые цвета из текстурного изображения наносится растушевка путем линейного увеличения яркости сегментированного предмета одежды. Предлагаемый способ не зависит от цвета и рисунка и приводит к визуально реалистичному ретекстурированию. Предложенный метод был протестирован на различных изображениях, и было показано, что он в целом работает лучше и дает более реалистичные результаты по сравнению с современными методами. Предложенный метод может быть использован для виртуальной примерочной.
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исследовательский работа предлагаться новый метод ретекстурирование одежда использование статичный изображение информация глубина получить помощь камера microsoft kinect 2 сначала предмет одежда сегментироваться изображение координата текстурный область вычисляться каждый пиксель рубашка использование 3d информация это новый цвет текстурный изображение наноситься растушёвка путём линейный увеличение яркость сегментировать предмет одежда предлагать способ зависеть цвет рисунок приводить визуально реалистичный ретекстурирование предложить метод протестировать различный изображение показать целое работать хороший давать реалистичный результат сравнение современный метод предложить метод мочь использовать виртуальный примерочный
новый метод ретекстурирование виртуальный примерочный использование камера kinect 2
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Классификация различных операций по соседству для решения задачи планирования работы медсестер
Поскольку задача планирования работы медсестер (NSP) - это задача поиска выполнимого решения, пространство решений должно включать в себя неосуществимые решения, чтобы решить ее с помощью алгоритма локального поиска. Однако пространство решений, состоящее из всех решений, настолько велико, что поиск требует много процессорного времени. В NSP некоторые ограничения имеют более высокий приоритет. Таким образом, мы можем определить пространство решений как набор решений, удовлетворяющих некоторым важным ограничениям, которые называются элементарными ограничениями. Связность пространства решений также важна для производительности. Однако связность не очевидна, когда пространство решений состоит только из решений, удовлетворяющих элементарным ограничениям, и состоит из небольших окрестностей. В этой статье дается теоретическая поддержка использования операций с окрестностями типа 4-opt, обсуждается связность пространства решений и размер окрестности. Еще одним интересным моментом в нашей модели является то, что частный случай NSP соответствует двудольной транспортной задаче, и наш результат также применим к ней.
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поскольку задача планирование работа медсестра nsp это задача поиск выполнимый решение пространство решение должный включать неосуществимый решение решить помощь алгоритм локальный поиск однако пространство решение состоять весь решение настолько большой поиск требовать процессорный время nsp некоторый ограничение иметь высокий приоритет образ мочь определить пространство решение набор решение удовлетворять некоторый важный ограничение называться элементарный ограничение связность пространство решение также важный производительность однако связность очевидный пространство решение состоять решение удовлетворять элементарный ограничение состоять небольшой окрестность статья даваться теоретический поддержка использование операция окрестность тип 4 opt обсуждаться связность пространство решение размер окрестность ещё интересный момент наш модель являться частный случай nsp соответствовать двудольный транспортный задача наш результат также применимый
классификация различный операция соседство решение задача планирование работа медсестра
00dbf46a7a4ba6222ac5d44c1a8c09f261e5693c
Эффективное разреженное матрично-векторное умножение на CUDA
Массовый параллелизм графических процессоров (GPU) обеспечивает потрясающую производительность во многих высокопроизводительных вычислительных приложениях. Хотя плотная линейная алгебра легко адаптируется к таким платформам, использование этого потенциала для разреженных матричных вычислений сопряжено с дополнительными трудностями. Учитывая его роль в итерационных методах решения разреженных линейных систем и задач на собственные значения, разреженное матрично-векторное умножение (SpMV) имеет особое значение в разреженной линейной алгебре. В этой статье мы обсудим структуры данных и алгоритмы для SpMV, которые эффективно реализованы на платформе CUDA для мелкозернистой параллельной архитектуры графического процессора. Учитывая привязку SpMV к памяти, мы уделяем особое внимание эффективности пропускной способности памяти и компактным форматам хранения. Мы рассматриваем широкий спектр разреженных матриц, от хорошо структурированных и регулярных до сильно нерегулярных матриц с большими диспропорциями в распределении ненулевых значений в каждой строке матрицы. Мы разрабатываем методы, позволяющие использовать несколько распространенных форм матричной структуры, предлагая альтернативы, которые учитывают большую неравномерность. На структурированных матрицах на основе сетки мы достигаем производительности 36 ГФЛОП/с с одинарной точностью и 16 ГФЛОП/с с двойной точностью на графическом процессоре GeForce GTX 280. Для неструктурированных конечно-элементных матриц мы наблюдаем производительность, превышающую 15 ГФЛОП/с и 10 ГФЛОП/с с одинарной и двойной точностью соответственно. Эти результаты выгодно отличаются от предыдущих современных исследований методов SpMV на обычных многоядерных процессорах. Производительность SpMV с двойной точностью, как правило, в два с половиной раза выше, чем у Cell BE с 8 SPE, и более чем в десять раз выше, чем у четырехъядерной системы Intel Clovertown.
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массовый параллелизм графический процессор gpu обеспечивать потрясать производительность многий высокопроизводительный вычислительный приложение хотя плотный линейный алгебра легко адаптироваться платформа использование это потенциал разредить матричный вычисление сопрячь дополнительный трудность учитывать роль итерационный метод решение разредить линейный система задача собственный значение разредить матричный векторный умножение spmv иметь особый значение разредить линейный алгебра статья обсудить структура данные алгоритм spmv эффективно реализовать платформа cuda мелкозернистый параллельный архитектура графический процессор учитывать привязка spmv память уделять особый внимание эффективность пропускной способность память компактный формат хранение рассматривать широкий спектр разредить матрица структурировать регулярный сильно нерегулярный матрица больший диспропорция распределение ненулевой значение каждый строка матрица разрабатывать метод позволять использовать несколько распространить форма матричный структура предлагать альтернатива учитывать больший неравномерность структурировать матрица основа сетка достигаемый производительность 36 гфлоп одинарный точность 16 гфлоп двойной точность графический процессор geforce gtx 280 неструктурированный элементный матрица наблюдать производительность превышать 15 гфлоп 10 гфлоп одинарный двойной точность соответственно результат выгодно отличаться предыдущий современный исследование метод spmv обычный многоядерный процессор производительность spmv двойной точность правило половина выше cell be 8 spe десять выше четырехъядерный система intel clovertown
эффективный разредить матричный векторный умножение cuda
0cab85c646bc4572101044cb22d944e3685732b5
Высокоскоростные архитектуры СБИС для алгоритма AES
В этой статье представлены новые высокоскоростные архитектуры для аппаратной реализации алгоритма Advanced Encryption Standard (AES). В отличие от предыдущих работ, которые полагались на справочные таблицы для реализации преобразований суббайт и InvSubBytes алгоритма AES, в предлагаемом проекте используется только комбинационная логика. Как прямое следствие, устраняется непреодолимая задержка, возникающая при использовании справочных таблиц в традиционных подходах, и преимущество субпипеллинга может быть дополнительно изучено. Кроме того, для уменьшения требований к площади используется сложная арифметика полей, и сравниваются различные реализации инверсии в подполе GF(2/или 4/). Кроме того, представлена эффективная архитектура расширения ключа, подходящая для круглых блоков с подпилками. Используя предложенную архитектуру, полностью подкомпонентный шифратор с 7 подкаскадами в каждом циклическом модуле может обеспечить пропускную способность 21,56 Гбит/с на устройстве Xilinx XCV1000 e-8 bg560 в режимах без обратной связи, что быстрее и на 79% эффективнее с точки зрения эквивалентной пропускной способности/среза, чем самая быстрая предыдущая реализация на ПЛИС известно на сегодняшний день.
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"0380dd6bf23fef762d4a6266a9015dcb03a1a1db", "d7473c3b2f3d906aa9c55ad302ef8df47208778c", "2ba1f72073950726a52348f7a8e53f4db278129d", "42394f14c8490d912190f0d371a214e383c6132e", "180e2711d5a9e66e3832e2525f7a8f27691e5d90", "54087fced40f27b6c66db9d45b831902c920e85d", "50382ebf47daac0cd2fcf4b0f2d772fa03952074", "50d90e75b14fc1527dcc99c06edb3577924e37b6", "016c666950caf9b56e2505dc1c4212a1e6b96a73" ], "references": [ "27b522de30460af7ab0c20130350b41a6deff52c", "fd65b62cd2b15ef9c703c54e8de0514fa8afb62f", "59dbf1c04cd3a92aa4978b4008d00e5d79213345", "7a4c77b0d51fb9588012c15b101e36126f9d512c", "828cbac932d959ddfb4e66912efdd45faf33dbe4", "623d33471c6dd079129879d1aa3d3a8b83b03459", "6e59d7dd8c8461dbc84c7402cb8ba26efe910695", "6c9621b0375ba8732a8d12bb7d8de5fa3ffbeca5", "e7a3d9f45431e99bf16f90640aae0d99a6d768da", "9f074930db31f8a01cf917c3f027f4e1394f4da8" ] }
статья представить новый высокоскоростной архитектура аппаратный реализация алгоритм advanced encryption standard aes отличие предыдущий работа полагаться справочный таблица реализация преобразование суббайт invsubbytes алгоритм aes предлагать проект использоваться комбинационный логика прямой следствие устраняться непреодолимый задержка возникать использование справочный таблица традиционный подход преимущество субпипеллинг мочь дополнительно изучить кроме уменьшение требование площадь использоваться сложный арифметика поле сравниваться различный реализация инверсия подпол gf 2 4 кроме представить эффективный архитектура расширение ключ подходящий круглый блок подпилка использовать предложить архитектура полностью подкомпонентный шифратор 7 подкаскад каждый циклический модуль мочь обеспечить пропускной способность 21 56 гбитый устройство xilinx xcv1000 e 8 bg560 режим обратный связь быстрый 79 эффективный точка зрение эквивалентный пропускной способность срез самый быстрый предыдущий реализация плис известно сегодняшний день
высокоскоростной архитектура сбис алгоритм aes
29e65e682764c6dcc33cdefd8150521893fc2c94
Улучшение работы с субтитрами в режиме реального времени для глухих и слабослышащих учащихся
Мы применяем качественный подход к пониманию опыта глухих и слабослышащих студентов (DHH), используя субтитры в режиме реального времени в качестве технологии доступа в обычные университетские аудитории. Мы рассматриваем как существующие субтитры, созданные человеком, так и новые машинные решения, использующие автоматическое распознавание речи (ASR). Мы использовали различные качественные методы исследования для сбора данных об опыте использования субтитров учащимися, включая наблюдения в классе, интервью, изучение дневников и оценку удобства использования. После получения первоначальных результатов исследования мы также провели семинар по совместному дизайну с 8 заинтересованными сторонами. Наши результаты показывают, что точность и надежность технологии по-прежнему являются наиболее важными аспектами решений для создания субтитров. Однако мы также обнаружили, что современные решения для создания субтитров, как правило, ограничивают самостоятельность учащихся в классе и имеют ряд недостатков в работе с пользователем, таких как сложные настройки, плохая обратная связь и ограниченный контроль над представлением субтитров. Основываясь на этих выводах, мы предлагаем требования к дизайну и рекомендуем функции для создания субтитров в режиме реального времени в обычных классах.
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применять качественный подход понимание опыт глухой слабослышащий студент dhh использовать субтитр режим реальный время качество технология доступ обычный университетский аудитория рассматривать существующий субтитр создать человек новый машинный решение использовать автоматический распознавание речь asr использовать различный качественный метод исследование сбор данные опыт использование субтитр учиться включая наблюдение класс интервью изучение дневник оценка удобство использование получение первоначальный результат исследование также провести семинар совместный дизайн 8 заинтересованный сторона наш результат показывать точность надёжность технология прежний являться наиболее важный аспект решение создание субтитр однако также обнаружить современный решение создание субтитр правило ограничивать самостоятельность учиться класс иметь ряд недостаток работа пользователь сложный настройка плохой обратный связь ограниченный контроль представление субтитр основываться вывод предлагать требование дизайн рекомендовать функция создание субтитр режим реальный время обычный класс
улучшение работа субтитр режим реальный время глухой слабослышащий учиться
704885bae7e9c5a37528be854b8bd2f24d1e641c
Эмпирическое исследование влияния персонализации в Интернете на различных этапах принятия решений
Средства персонализации используются на многих веб-сайтах для адаптации контента и интерфейсов к потребностям отдельных пользователей. Но, в отличие от широкого распространения персонализированных веб-сервисов по всему миру, эмпирических исследований, изучающих влияние персонализации в Интернете, очень мало. Как ознакомление с персонализированными предложениями влияет на последующее рассмотрение продукта и результат выбора? В этом исследовании, основанном на литературе по HCI и потребительскому поведению, рассматривается влияние персонализации в Интернете на обработку информации и ожидания пользователей на различных этапах принятия решений. Было проведено исследование с использованием веб-сайта для загрузки персонализированных мелодий звонка. Наши результаты предоставляют эмпирические доказательства влияния персонализации в Интернете. В частности, когда потребители формируют свои предпочтения, агенты могут помочь им открыть для себя новые продукты и сформировать спрос на незнакомые товары. Однако, как только пользователи делают свой выбор, эффект убеждения от агента персонализации уменьшается. Эти результаты подтверждают адаптивную роль агентов персонализации на разных этапах принятия решений.
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средство персонализация использоваться многий веб сайт адаптация контент интерфейс потребность отдельный пользователь отличие широкий распространение персонализировать веб сервис весь мир эмпирический исследование изучать влияние персонализация интернет очень мало ознакомление персонализировать предложение влиять последующий рассмотрение продукт результат выбор это исследование основать литература hci потребительский поведение рассматриваться влияние персонализация интернет обработка информация ожидание пользователь различный этап принятие решение провести исследование использование веб сайт загрузка персонализировать мелодия звонок наш результат предоставлять эмпирический доказательство влияние персонализация интернет частность потребитель формировать свой предпочтение агент мочь помочь открыть новый продукт сформировать спрос незнакомый товар однако пользователь делать свой выбор эффект убеждение агент персонализация уменьшаться результат подтверждать адаптивный роль агент персонализация разный этап принятие решение
эмпирический исследование влияние персонализация интернет различный этап принятие решение
6e91e18f89027bb01c791ce54b2f7a1fc8d8ce9c
Рандомизированное контролируемое исследование Pacific kids DASH for health (PacDASH) с использованием рациона питания DASH в сочетании с физической активностью улучшает потребление фруктов и овощей и снижает диастолическое артериальное давление у детей.
фон Программа Pacific Kids DASH for Health (PacDASH) направлена на улучшение питания и физической активности детей, а также на предотвращение набора лишнего веса и повышения артериального давления (АД) в возрасте 9 месяцев. методы PacDASH был рандомизированным контролируемым исследованием, проводившимся в двух группах (ClinicalTrials.gov: NCT00905411). Восемьдесят пять детей в возрасте от 5 до 8 лет с индексом массы тела от 50 до 99 процентилей были случайным образом распределены в группы лечения (n=41) или контроля (n=44); 62 человека завершили 9-месячное исследование. Шестьдесят два процента составляли женщины. Средний возраст составил 7,1±0,95 года. Раса/этническая принадлежность были азиатами (44%), коренными гавайцами или жителями других Тихоокеанских островов (28%), белыми (21%) или представителями других рас/этнических групп (7%). Лечение проводилось на начальном этапе, а также через 3, 6 и 9 месяцев, с ежемесячными рассылками поддерживающей рассылки в промежутках между посещениями, и повторным посещением через 15 месяцев для наблюдения за состоянием здоровья. Диета и ПА оценивались по 2-дневному журналу. Были измерены размер тела, строение и артериальное давление. Влияние вмешательства на рацион питания и ПА, размер и композицию тела, а также АД к концу вмешательства было проверено с помощью F-критерия из модели смешанной регрессии после корректировки с учетом пола, возраста и этнической группы. результаты Потребление фруктов и овощей в ходе лечения снизилось в меньшей степени, чем в контрольной группе (р=0,04). Диастолическое давление (ДАД) было на 12 процентильных единиц ниже в ходе лечения, чем в контрольной группе, после 9 месяцев лечения (р=0,01). Не было выявлено различий между группами по систолическому АД (САД) или размеру/составу тела. выводы Исследование PacDASH улучшило потребление FV и ДАД, но не САД или размер/композицию тела.
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фон программа pacific kids dash for health pacdash направить улучшение питание физический активность ребёнок также предотвращение набор лишний вес повышение артериальный давление ад возраст 9 месяц метод pacdash рандомизировать контролировать исследование проводиться группа clinicaltrials gov nct00905411 восемьдесят пять ребёнок возраст 5 8 год индекс масса тело 50 99 процентиль случайный образ распределить группа лечение n 41 контроль n 44 62 человек завершить 9 месячный исследование шестьдесят процент составлять женщина средний возраст составить 7 1 0 95 год раса этнический принадлежность азиат 44 коренной гаваец житель тихоокеанский остров 28 белый 21 представитель раса этнический группа 7 лечение проводиться начальный этап также 3 6 9 месяц ежемесячный рассылка поддерживать рассылка промежуток посещение повторный посещение 15 месяц наблюдение состояние здоровье диета па оцениваться 2 дневный журнал измерить размер тело строение артериальный давление влияние вмешательство рацион питание па размер композиция тело также ад конец вмешательство проверить помощь f критерий модель смешанный регрессия корректировка учёт пол возраст этнический группа результат потребление фрукт овощ ход лечение снизиться малый степень контрольный группа р 0 04 диастолический давление дада 12 процентильный единица ниже ход лечение контрольный группа 9 месяц лечение р 0 01 выявить различие группа систолический ад сад размер состав тело вывод исследование pacdash улучшить потребление fv дада сад размер композиция тело
рандомизировать контролировать исследование pacific kids dash for health pacdash использование рацион питание dash сочетание физический активность улучшать потребление фрукт овощ снижать диастолический артериальный давление ребёнок
18d5fe1bd87db26b7037d81f4170cf4ebe320e00
Эффективное формирование изображений во временной области с точной адаптацией топографии для общих конфигураций бистатической радиолокационной станции
Из-за отсутствия соответствующей симметрии в геометрии захвата, обычный радар с бистатической синтезированной апертурой (SAR) не может воспользоваться двумя основными свойствами моностатической радиолокационной станции с низким или средним разрешением: неизменяемостью по азимуту и нечувствительностью к топографии. Точное согласование азимутальной дисперсии и топографии является реальной проблемой для эффективных алгоритмов формирования изображений, работающих в области Фурье, но может быть вполне естественно выполнено с помощью подходов во временной области. Мы представляем эффективную и практичную реализацию обобщенного алгоритма формирования бистатического радиолокационного изображения с точным учетом этих двух эффектов. Алгоритм имеет общую структуру с моностатическим быстрым факторизированным обратным проектированием (FFBP) и, следовательно, основан на обработке подапертур. Изображения, вычисленные по различным подапертурам, отображаются в предпочтительной эллиптической системе координат, способной включать топографическую информацию об изображаемой сцене аналогичным образом, как это делают алгоритмы моностатической SAR, зависящие от топографии. Получены аналитические выражения для требований Найквиста с использованием этой системы координат. Общее обсуждение включает рекомендации по практической реализации и реалистичную оценку вычислительной нагрузки. Алгоритм протестирован как на моделируемых, так и на реальных бистатических данных SAR. Фактические данные соответствуют космическому эксперименту TerraSAR-X и F-SAR, проведенному в 2007 году, и воздушному эксперименту DLR-ONERA, проведенному в 2003 году. Представленный подход доказывает свою пригодность для точной SAR-фокусировки данных, полученных в общих бистатических конфигурациях.
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отсутствие соответствовать симметрия геометрия захват обычный радар бистатический синтезировать апертура sar мочь воспользоваться основный свойство моностатический радиолокационный станция низкий средний разрешение неизменяемость азимут нечувствительность топография точный согласование азимутальный дисперсия топография являться реальный проблема эффективный алгоритм формирование изображение работать область фурье мочь вполне естественно выполнить помощь подход временной область представлять эффективный практичный реализация обобщённый алгоритм формирование бистатический радиолокационный изображение точный учёт эффект алгоритм иметь общий структура моностатический быстрый факторизировать обратный проектирование ffbp следовательно основать обработка подапертура изображение вычислить различный подапертура отображаться предпочтительный эллиптический система координата способный включать топографический информация изображать сцена аналогичный образ это делать алгоритм моностатический sar зависеть топография получить аналитический выражение требование найквист использование система координата общий обсуждение включать рекомендация практический реализация реалистичный оценка вычислительный нагрузка алгоритм протестировать моделировать реальный бистатический данные sar фактический дать соответствовать космический эксперимент terrasar x f sar провести 2007 год воздушный эксперимент dlr onera провести 2003 год представить подход доказывать свой пригодность точный sar фокусировка данные получить общий бистатический конфигурация
эффективный формирование изображение временной область точный адаптация топография общий конфигурация бистатический радиолокационный станция
2f585530aea2968d799a9109aeb202b03ba977f4
Машинное понимание, основанное на обучении ранжированию
Машинное понимание играет важную роль в НЛП и широко изучалось с помощью таких наборов данных, как MCTest. Однако этот набор данных слишком прост и маловат для изучения истинных способностей к мышлению. (Hermann et al., 2015), поэтому выпускают крупномасштабный набор данных для новостных статей и предлагают систему глубокого чтения LSTM для машинного понимания. Однако процесс обучения является дорогостоящим. Поэтому мы опробовали функционально-ориентированный подход с семантикой на новом наборе данных, чтобы увидеть, как традиционные методы машинного обучения и семантика могут помочь в машинном понимании. Между тем, предлагаемая нами система считывания L2R обеспечивает хорошую производительность при меньшем объеме обучающих данных.
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машинный понимание играть важный роль нлп широко изучаться помощь набор данные mctest однако набор данные слишком простой маловатый изучение истинный способность мышление hermann et al 2015 поэтому выпускать крупномасштабный набор данные новостной стать предлагать система глубокий чтение lstm машинный понимание однако процесс обучение являться дорогостоящий поэтому опробовать функционально ориентировать подход семантика новый набор данные увидеть традиционный метод машинный обучение семантика мочь помочь машинный понимание предлагать система считывание l2r обеспечивать хороший производительность малый объём обучать данные
машинный понимание основать обучение ранжирование
5dd2b359fa6a0f7ebe3ca123df01b852bef08421
Проблемы создания мобильных подводных беспроводных сетей для применения в водной среде
Крупномасштабная мобильная подводная беспроводная сенсорная сеть (UWSN) - это новая сетевая парадигма для исследования водной среды. Однако характеристики мобильных сетей общего пользования, такие как низкая пропускная способность связи, большая задержка распространения, мобильность плавающих узлов и высокая вероятность ошибок, существенно отличаются от наземных беспроводных сенсорных сетей. Новая сетевая парадигма ставит междисциплинарные задачи, которые потребуют новых технологических решений. В частности, в этой статье мы используем нисходящий подход для изучения исследовательских задач в области разработки мобильных сетей UWSN. В рамках многоуровневого стека протоколов мы переходим от верхнего прикладного уровня к нижнему физическому уровню. На каждом уровне изучается набор новых тонкостей проектирования. Вывод состоит в том, что создание масштабируемых мобильных сетей общего пользования - это задача, для решения которой необходимо приложить междисциплинарные усилия в области акустической связи, обработки сигналов и разработки протокола мобильной акустической сети.
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крупномасштабный мобильный подводный беспроводный сенсорный сеть uwsn это новый сетевой парадигма исследование водный среда однако характеристика мобильный сеть общий пользование низкий пропускной способность связь больший задержка распространение мобильность плавать узел высокий вероятность ошибка существенно отличаться наземный беспроводный сенсорный сеть новый сетевой парадигма ставить междисциплинарный задача потребовать новый технологический решение частность статья использовать нисходящий подход изучение исследовательский задача область разработка мобильный сеть uwsn рамка многоуровневый стек протокол переходить верхний прикладной уровень нижний физический уровень каждый уровень изучаться набор новый тонкость проектирование вывод состоять создание масштабировать мобильный сеть общий пользование это задача решение необходимо приложить междисциплинарный усилие область акустический связь обработка сигнал разработка протокол мобильный акустический сеть
проблема создание мобильный подводный беспроводный сеть применение водный среда
0435ef56d5ba8461021cf9e5d811a014ed4e98ac
Схема управления передачей для доступа к среде в сенсорных сетях
Мы изучаем проблему контроля доступа к мультимедиа в новом режиме сенсорных сетей, где уникальное поведение приложений и жесткие ограничения в вычислительной мощности, хранилищах, энергетических ресурсах и радиотехнологиях привели к тому, что это дизайнерское пространство сильно отличается от традиционного режима мобильных вычислений. Управление доступом к мультимедиа в сенсорных сетях должно быть не только энергоэффективным, но и обеспечивать справедливое распределение полосы пропускания в инфраструктуре для всех узлов в сети с несколькими магазинами. Мы предлагаем адаптивный механизм регулирования скорости, направленный на достижение этих двух целей, и считаем, что такая схема наиболее эффективна для достижения нашей цели обеспечения справедливости и при этом является энергоэффективной как при низком, так и при высоком рабочем цикле сетевого трафика.
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изучать проблема контроль доступ мультимедиа новый режим сенсорный сеть уникальный поведение приложение жёсткий ограничение вычислительный мощность хранилище энергетический ресурс радиотехнология привести это дизайнерский пространство сильно отличаться традиционный режим мобильный вычисление управление доступ мультимедиа сенсорный сеть должный энергоэффективный обеспечивать справедливый распределение полоса пропускание инфраструктура весь узел сеть несколько магазин предлагать адаптивный механизм регулирование скорость направить достижение цель считать схема наиболее эффективный достижение наш цель обеспечение справедливость это являться энергоэффективный низкий высокий рабочий цикл сетевой трафик
схема управление передача доступ среда сенсорный сеть
11897106a75d5ba3bf5fb4677943bd6f33daadf7
Проблемы, связанные с эффективной коммуникацией в сетях подводных акустических датчиков
Сенсорные узлы океанского дна могут использоваться для сбора океанографических данных, мониторинга загрязнения, морских исследований и тактического наблюдения. Кроме того, беспилотные или автономные подводные аппараты, оснащенные датчиками, найдут применение при исследовании природных подводных ресурсов и сборе научных данных в рамках совместных миссий по мониторингу. Подводная акустическая сеть - это технология, позволяющая использовать эти приложения. Подводные сети состоят из различного количества датчиков и транспортных средств, которые используются для выполнения задач совместного мониторинга в заданном районе.В этой статье исследуются несколько фундаментальных аспектов подводной акустической связи. Обсуждаются различные архитектуры для двумерных и трехмерных подводных сенсорных сетей и дается характеристика подводного канала. Основные проблемы для разработки эффективных сетевых решений, возникающие в подводной среде, подробно описаны на всех уровнях стека протоколов. Кроме того, обсуждаются открытые исследовательские вопросы и излагаются возможные подходы к их решению.
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сенсорный узел океанский дно мочь использоваться сбор океанографический данные мониторинг загрязнение морской исследование тактический наблюдение кроме беспилотный автономный подводный аппарат оснастить датчик найти применение исследование природный подводный ресурс сбор научный данные рамка совместный миссия мониторинг подводный акустический сеть это технология позволять использовать приложение подводный сеть состоять различный количество датчик транспортный средство использоваться выполнение задача совместный мониторинг задать район статья исследуться несколько фундаментальный аспект подводный акустический связь обсуждаться различный архитектура двумерный трёхмерный подводный сенсорный сеть даваться характеристика подводный канал основной проблема разработка эффективный сетевой решение возникать подводный среда подробно описать весь уровень стек протокол кроме обсуждаться открытый исследовательский вопрос излагаться возможный подход решение
проблема связанный эффективный коммуникация сеть подводный акустический датчик
1e7e4d2b2be08c01f1347dee53e99473d2a9e83d
Микромодем WHOI: акустическая система связи и навигации для нескольких платформ
Микромодем - это компактная, маломощная подсистема подводной акустической связи и навигации. Он способен выполнять низкочастотную манипуляцию со скачкообразным изменением частоты (FH-FSK), фазокогерентную манипуляцию с переменной скоростью (PSK) и два различных типа навигации по дальней базовой линии: узкополосную и широкополосную. Система может быть сконфигурирована для передачи в четырех различных диапазонах частот от 3 до 30 кГц, при этом для работы на самой низкой частоте требуется плата большего размера. Пользовательский интерфейс основан на стандарте NMEA, который представляет собой спецификацию последовательного порта. Модем также оснащен простыми встроенными сетевыми функциями, которые поддерживают до 16 устройств в режиме опроса или произвольного доступа и имеют функцию подтверждения, которая поддерживает транзакции гарантированной доставки. В документе содержится подробное описание системы, а также представлены результаты нескольких тестов.
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микромодем это компактный маломощный подсистема подводный акустический связь навигация способный выполнять низкочастотный манипуляция скачкообразный изменение частота fh fsk фазокогерентный манипуляция переменный скорость psk различный тип навигация дальний базовый линия узкополосный широкополосный система мочь сконфигурировать передача четыре различный диапазон частота 3 30 кгц это работа низкий частота требоваться плата больший размер пользовательский интерфейс основать стандарт nmea представлять спецификация последовательный порт модем также оснастить простой встроить сетевой функция поддерживать 16 устройство режим опрос произвольный доступ иметь функция подтверждение поддерживать транзакция гарантировать доставка документ содержаться подробный описание система также представить результат несколько тест
микромодем whoi акустический система связь навигация несколько платформа
93074961701ca6983a6c0fdc2964d11e282b8bae
Современное состояние подводной акустической телеметрии
Прогресс в области подводной акустической телеметрии с 1982 года рассматривается в рамках шести текущих областей исследований: (1) физика подводных каналов, моделирование каналов и измерения; (2) структуры приемников; (3) использование разнесения; (4) кодирование для контроля ошибок; (5) сетевые системы; и (6) альтернативные стратегии модуляции. Представлены достижения в каждой из этих областей, а также перспективы будущих задач, стоящих перед ними. Основной тезис этой статьи заключается в том, что для расширения диапазона производительности (определяемого с точки зрения дальности действия, скорости передачи данных и сложности канала) подводных модемов необходимо расширять интеграцию высокоточных моделей каналов в текущие исследования подводной телеметрии.
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прогресс область подводный акустический телеметрия 1982 год рассматриваться рамка шесть текущий область исследование 1 физика подводный канал моделирование канал измерение 2 структура приёмник 3 использование разнесение 4 кодирование контроль ошибка 5 сетевой система 6 альтернативный стратегия модуляция представить достижение каждый область также перспектива будущий задача стоящий основной тезис статья заключаться расширение диапазон производительность определять точка зрение дальность действие скорость передача данные сложность канал подводный модем необходимо расширять интеграция высокоточный модель канал текущий исследование подводный телеметрия
современный состояние подводный акустический телеметрия
5e296b53252db11667011b55e78bd4a67cd3e547
Эффективность брендов магазинов: Межстрановой анализ предпочтений потребителей, восприятия брендов магазинов и рисков
В данной статье эмпирически исследуется поведение потребителей в отношении брендов магазинов в США, Великобритании и Испании. Рыночные доли брендов магазинов различаются в зависимости от страны, и обычно в Европе они намного выше, чем в США. Однако в области маркетинга на удивление мало работ, в которых эмпирически изучались бы причины, лежащие в основе более высокой доли рынка, связанной с торговыми марками в Европе, по сравнению с США. В этой статье мы эмпирически исследуем идею о том, что разница в успехе брендов магазинов в США и Европе заключается в более высоком капитале бренда, которым обладают бренды магазинов в Европе по сравнению с США. Для проведения нашего анализа мы используем концепцию, основанную на предыдущей работе: выбор бренда потребителем в условиях неопределенности и бренды как сигналы о позициях продукта. Более конкретно, мы исследуем, лежит ли неопределенность в отношении качества (или позиционирования бренда в товарном пространстве), восприятие качества брендов магазинов в сравнении с национальными брендами, постоянство ассортимента брендов магазинов с течением времени, а также отношение потребителей к риску, качеству и цене в основе, по крайней мере, различий в успехе брендов магазинов частично в США по сравнению с Европой. Мы предлагаем и оцениваем модель, которая явно учитывает влияние неопределенности на поведение потребителей. Мы сравниваем 1) уровни неопределенности, связанные с брендами магазинов, по сравнению с национальными брендами, 2) постоянство позиций товаров как для национальных брендов, так и для брендов магазинов с течением времени, 3) относительный уровень качества национальных брендов по сравнению с брендами магазинов и 4) чувствительность потребителей к цене, качеству и рискам в трех исследуемых странах. Модель рассчитана на основе данных сканерной панели о ценах на моющие средства на рынках США, Великобритании и Испании, а также на туалетную бумагу и маргарин в США и Испании. Мы пришли к выводу, что знания потребителей и восприятие риска (и связанное с этим значение бренда), а также отношение потребителей к риску, качеству и цене играют важную роль в выборе магазина потребителями по сравнению с национальными брендами и способствуют различиям в относительном успехе брендов магазинов в разных странах, которые мы изучаем.
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дать статья эмпирически исследуться поведение потребитель отношение бренд магазин сша великобритания испания рыночный доля бренд магазин различаться зависимость страна обычно европа намного выше сша однако область маркетинг удивление мало работа эмпирически изучаться причина лежать основа высокий доля рынок связанный торговый марка европа сравнение сша статья эмпирически исследовать идея разница успех бренд магазин сша европа заключаться высокий капиталь бренд обладать бренд магазин европа сравнение сша проведение наш анализ использовать концепция основать предыдущий работа выбор бренд потребитель условие неопределённость бренд сигнал позиция продукт конкретно исследовать лежать неопределённость отношение качество позиционирование бренд товарный пространство восприятие качество бренд магазин сравнение национальный бренд постоянство ассортимент бренд магазин течение время также отношение потребитель риск качество цена основа крайний мера различие успех бренд магазин частично сша сравнение европа предлагать оценивать модель явно учитывать влияние неопределённость поведение потребитель сравнивать 1 уровень неопределённость связанный бренд магазин сравнение национальный бренд 2 постоянство позиция товар национальный бренд бренд магазин течение время 3 относительный уровень качество национальный бренд сравнение бренд магазин 4 чувствительность потребитель цена качество риск исследовать страна модель рассчитать основа данные сканерный панель цена моющий средство рынок сша великобритания испания также туалетный бумага маргарин сша испания прислать вывод знание потребитель восприятие риск связанный это значение бренд также отношение потребитель риск качество цена играть важный роль выбор магазин потребитель сравнение национальный бренд способствовать различие относительный успех бренд магазин разный страна изучать
эффективность бренд магазин межстрановой анализ предпочтение потребитель восприятие бренд магазин риск
f5dbb5a0aeb5823d704077b372d0dd989d4ebe1c
Приблизительный анализ очередей для сенсорной сети IEEE 802.15.4
Беспроводные сенсорные сети (WSNS) в последние годы привлекают к себе большое внимание благодаря своим уникальным характеристикам и широкому использованию в самых разных областях применения. Особенно в военных сетях, где все датчики размещаются хаотично и плотно. Как мы можем оптимизировать количество развернутых узлов (сенсорного узла и приемника) с гарантией QoS (минимальной сквозной задержкой и отбрасыванием пакетов)? В этой статье, используя модель массового обслуживания M/M/1, мы предлагаем модель оптимизации развертывания для сенсорных сетей стандарта 802.15.4, не использующих режим радиомаяка. Результаты моделирования показывают, что предложенная модель является многообещающим подходом для развертывания сенсорной сети.
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беспроводный сенсорный сеть wsns последний год привлекать большой внимание благодаря свой уникальный характеристика широкий использование самый разный область применение особенно военный сеть всё датчик размещаться хаотично плотно мочь оптимизировать количество развернуть узел сенсорный узел приёмник гарантия qos минимальный сквозной задержка отбрасывание пакет статья использовать модель массовый обслуживание m m 1 предлагать модель оптимизация развёртывание сенсорный сеть стандарт 802 15 4 использовать режим радиомаяк результат моделирование показывать предложить модель являться многообещающий подход развёртывание сенсорный сеть
приблизительный анализ очередь сенсорный сеть ieee 802 15 4
1fbb66a9407470e1da332c4ef69cdc34e169a3d7
Базовый уровень для общего обнаружения музыкальных объектов с помощью глубокого обучения
Глубокое обучение обеспечивает прорывы во многих областях компьютерного зрения, включая оптическое распознавание музыки (OMR), в котором благодаря использованию универсальных моделей глубокого обучения был достигнут ряд улучшений в распознавании музыкальных символов. Однако до сих пор каждое такое предложение основывалось на конкретном наборе данных и различных критериях оценки, что затрудняло количественную оценку нового уровня техники, основанного на глубоком обучении, и оценку относительных достоинств этих моделей обнаружения музыкальных партитур. В этой статье представлены базовые данные для общего распознавания музыкальных символов с помощью глубокого обучения. Мы рассматриваем три набора данных разнородной типологии, но с одинаковым форматом аннотаций, три нейронные модели разной природы и устанавливаем их эффективность с точки зрения общего стандарта оценки. Результаты экспериментов подтверждают, что прямое обнаружение музыкальных объектов с помощью глубокого обучения действительно является многообещающим, но в то же время иллюстрирует некоторые специфические недостатки обычных детекторов. Затем качественное сравнение предлагает пути улучшения OMR, основанные как на свойствах модели обнаружения, так и на том, как определяются наборы данных. Насколько нам известно, это первый случай, когда конкурирующие системы обнаружения музыкальных объектов из парадигмы машинного обучения напрямую сравниваются друг с другом. Мы надеемся, что эта работа послужит ориентиром для оценки прогресса будущих разработок OMR в области обнаружения музыкальных объектов.
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глубокий обучение обеспечивать прорыв многий область компьютерный зрение включая оптический распознавание музыка omr благодаря использование универсальный модель глубокий обучение достигнуть ряд улучшение распознавание музыкальный символ однако сей пора каждый предложение основываться конкретный набор данные различный критерий оценка затруднять количественный оценка новый уровень техника основать глубокий обучение оценка относительный достоинство модель обнаружение музыкальный партитура статья представить базовый дать общий распознавание музыкальный символ помощь глубокий обучение рассматривать набор данные разнородный типология одинаковый формат аннотация нейронный модель разный природа устанавливать эффективность точка зрение общий стандарт оценка результат эксперимент подтверждать прямой обнаружение музыкальный объект помощь глубокий обучение действительно являться многообещающий время иллюстрировать некоторый специфический недостаток обычный детектор затем качественный сравнение предлагать путь улучшение omr основать свойство модель обнаружение определяться набор данные насколько известно это первый случай конкурировать система обнаружение музыкальный объект парадигма машинный обучение напрямую сравниваться друг друг надеяться работа послужить ориентир оценка прогресс будущий разработка omr область обнаружение музыкальный объект
базовый уровень общий обнаружение музыкальный объект помощь глубокий обучение
4b07c5cda3dab4e48bd39bee91c5eba2642037b2
Система для измерения катодных токов в процессах электроочистки, в которых используется многоконтурная технология
В данной статье представлена система измерения катодных токов для процессов электроочистки меди с использованием мультисхемной технологии с межэлементными стержнями optibar. Предлагаемая система основана на оценке тока с использованием 55 датчиков магнитного поля на межэлементный стержень. Текущие значения выбираются и сохраняются каждые 5 минут в течение семи дней в совместимой базе данных SQL. Метод не влияет на нормальную работу процесса и не требует каких-либо структурных изменений. Система для оперативного измерения 40 ячеек, включающая 2090 датчиков, находится в эксплуатации на электролизерном заводе.
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дать статья представить система измерение катодный ток процесс электроочистка медь использование мультисхемный технология межэлементный стержень optibar предлагать система основать оценка ток использование 55 датчик магнитный поле межэлементный стержень текущий значение выбираться сохраняться каждый 5 минута течение семь день совместимый база данные sql метод влиять нормальный работа процесс требовать либо структурный изменение система оперативный измерение 40 ячейка включать 2090 датчик находиться эксплуатация электролизерно завод
система измерение катодный ток процесс электроочистка использоваться многоконтурный технология
a2c1cf2de9e822c2d662d520083832853ac39f9d
Индуктивная двухмерная микросхема определения положения с точностью 99,8% для автомобильной системы управления передачами EMR
В этой статье представлен аналоговый интерфейс (AFE) для индуктивного датчика положения в автомобильных системах управления электромагнитно-резонансными передачами. Для повышения точности определения положения предлагается катушечный привод с автоматической двухступенчатой калибровкой импеданса, который, несмотря на изменение нагрузки, обеспечивает требуемую мощность привода за счет регулирования размера основного привода. Также предлагается аналого-цифровой преобразователь (АЦП) с разделением времени для преобразования восьмифазных сигналов при одновременном снижении потребляемого тока и площади до 1/8 от обычной структуры. Предлагается генератор релаксации с температурной компенсацией для создания постоянной тактовой частоты в температурных условиях автомобиля. Этот чип изготовлен с использованием КМОП-технологии длительностью 0,18 <встроенная формула> <tex-math обозначение="LaTeX"> $\mu \text {m}$ </tex-math> </встроенная формула>, площадь матрицы составляет 2 мм <встроенная формула> <tex-математическая запись="LaTeX">$умножить на 1,5$ </tex-math> </встроенная формула> мм. Потребляемая мощность AFE составляет 23,1 МВт при напряжении питания 3,3 В для управления одной передающей (Tx) катушкой и восемью приемными (Rx) катушками. Точность определения местоположения при измерении превышает 99,8 %. Измерение Tx показывает, что при изменении нагрузки мощность привода превышает 35 мА.
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статья представить аналоговый интерфейс afe индуктивный датчик положение автомобильный система управление электромагнитный резонансный передача повышение точность определение положение предлагаться катушечный привод автоматический двухступенчатый калибровка импеданс несмотря изменение нагрузка обеспечивать требовать мощность привод счёт регулирование размер основный привод также предлагаться аналый цифровой преобразователь ацп разделение время преобразование восьмифазный сигнал одновременный снижение потреблять ток площадь 1 8 обычный структура предлагаться генератор релаксация температурный компенсация создание постоянный тактовый частота температурный условие автомобиль чип изготовить использование кмоп технология длительность 0 18 встроить формула tex math обозначение latex mu text m tex math встроить формула площадь матрица составлять 2 мм встроить формула tex математический запись latex умножить 1 5 tex math встроить формула мм потреблять мощность afe составлять 23 1 мвт напряжение питание 3 3 управление передавать tx катушка восемь приёмный rx катушка точность определение местоположение измерение превышать 99 8 измерение tx показывать изменение нагрузка мощность привод превышать 35 ма
индуктивный двухмерный микросхема определение положение точность 99 8 автомобильный система управление передача emr
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Регуляторные сети транскрипции у Saccharomyces cerevisiae.
Мы определили, как большинство регуляторов транскрипции, закодированных в эукариотах Saccharomyces cerevisiae, взаимодействуют с генами по всему геному живых клеток. Точно так же, как карты метаболических сетей описывают потенциальные пути, которые могут быть использованы клеткой для осуществления метаболических процессов, эта сеть взаимодействий между регуляторами и генами описывает потенциальные пути, которые дрожжевые клетки могут использовать для регулирования глобальных программ экспрессии генов. Мы используем эту информацию для идентификации сетевых мотивов, простейших элементов сетевой архитектуры, и демонстрируем, что автоматизированный процесс может использовать мотивы для создания структуры транскрипционной регуляторной сети. Наши результаты показывают, что функции эукариотических клеток тесно связаны через сети регуляторов транскрипции, которые регулируют другие регуляторы транскрипции.
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определить большинство регулятор транскрипция закодировать эукариот saccharomyces cerevisiae взаимодействовать ген весь геном живой клетка точно карта метаболический сеть описывать потенциальный путь мочь использовать клетка осуществление метаболический процесс сеть взаимодействие регулятор ген описывать потенциальный путь дрожжевой клетка мочь использовать регулирование глобальный программа экспрессия ген использовать информация идентификация сетевой мотив простой элемент сетевой архитектура демонстрировать автоматизированный процесс мочь использовать мотив создание структура транскрипционный регуляторный сеть наш результат показывать функция эукариотический клетка тесно связать сеть регулятор транскрипция регулировать регулятор транскрипция
регуляторный сеть транскрипция saccharomyces cerevisiae
526ece284aacc3ab8e3d4e839a9512dbbd27867b
Онлайн-краудсорсинг: оценка аннотаторов и получение экономически эффективных этикеток
Маркировка больших наборов данных стала быстрее, дешевле и проще с появлением краудсорсинговых сервисов, таких как Amazon Mechanical Turk. Насколько можно доверять маркировкам, полученным с помощью таких сервисов? Мы предлагаем модель процесса маркировки, которая включает в себя неопределенность маркировки, а также многомерный показатель способностей комментаторов. На основе этой модели мы получаем онлайн-алгоритм, который оценивает наиболее вероятное значение меток и способностей комментатора. Он находит экспертов и определяет их приоритетность при запросе надписей и активно исключает ненадежные аннотаторы. На основе уже полученных надписей он динамически выбирает, какие изображения будут помечены следующими, и сколько надписей запросить, чтобы достичь желаемого уровня достоверности. Наш алгоритм является общим и может обрабатывать двоичные, многозначные и непрерывные аннотации (например, ограничивающие рамки). Эксперименты с набором данных, содержащим более 50 000 меток, показывают, что наш алгоритм значительно сокращает количество требуемых меток и, следовательно, общую стоимость маркировки, сохраняя при этом низкий уровень ошибок в различных наборах данных.
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маркировка больший набор данные стать быстрый дешёвый простой появление краудсорсинговый сервис amazon mechanical turk насколько доверять маркировка получить помощь сервис предлагать модель процесс маркировка включать неопределённость маркировка также многомерный показатель способность комментатор основа модель получать онлайн алгоритм оценивать наиболее вероятный значение метка способность комментатор находить эксперт определять приоритетность запрос надпись активно исключать ненадёжный аннотатор основа получить надпись динамически выбирать изображение пометить следующий сколько надпись запросить достигнуть желаемый уровень достоверность наш алгоритм являться общий мочь обрабатывать двоичный многозначный непрерывный аннотация например ограничивать рамка эксперимент набор данные содержать 50 000 метка показывать наш алгоритм значительно сокращать количество требовать метка следовательно общий стоимость маркировка сохранять это низкий уровень ошибка различный набор данные
онлайн краудсорсинг оценка аннотатор получение экономически эффективный этикетка
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Ответы на нейронные вопросы в BioASQ 5B
В этом документе описывается наша заявка на участие в конкурсе BioASQ 2017. Мы участвовали в задаче B, фаза B, которая касается ответов на биомедицинские вопросы (QA). Мы фокусируемся на фактоидах и вопросах-списках, используя экстрактивную модель контроля качества, то есть мы ограничиваем нашу систему выводом подстрок из предоставленных фрагментов текста. В основе нашей системы лежит FastQA, современная нейронная система контроля качества. Мы расширили его за счет встраивания биомедицинских слов и изменили уровень ответов, чтобы в дополнение к фактоидным вопросам можно было отвечать на вопросы-списки. Мы предварительно обучили модель на крупномасштабном наборе данных для контроля качества с открытым исходным кодом SQuAD, а затем доработали параметры на обучающем наборе BioASQ. Благодаря нашему подходу мы добиваемся самых современных результатов по фактоидным вопросам и конкурентных результатов по вопросам-спискам.
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это документ описываться наш заявка участие конкурс bioasq 2017 участвовать задача b фаза b касаться ответ биомедицинский вопрос qa фокусироваться фактоида вопрос список использовать экстрактивный модель контроль качество ограничивать наш система вывод подстрока предоставить фрагмент текст основа наш система лежать fastqa современный нейронный система контроль качество расширить счёт встраивание биомедицинский слово изменить уровень ответ дополнение фактоидный вопрос отвечать вопрос список предварительно обучить модель крупномасштабный набор данные контроль качество открытый исходный код squad затем доработать параметр обучать набор bioasq благодаря наш подход добиваться самый современный результат фактоидный вопрос конкурентный результат вопрос список
ответ нейронный вопрос bioasq 5b
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Компактные плоские микрополосковые ответвители-ответвители, использующие метод квазиузловых элементов, с несимметричной и симметрично-симметричной Т-образной структурой
В данной статье предлагается класс новых компактных ответвительных устройств, использующих подход квазиузловых элементов с симметричными или несимметричными Т-образными структурами. Были выведены расчетные уравнения, и для физических измерений были реализованы две схемы, использующие метод квазиузловых элементов. Эта новая конструкция занимает всего 29% площади традиционного подхода на частоте 2,4 ГГц. Кроме того, с использованием той же формулы был разработан третий контур, реализующий симметричную Т-образную конструкцию и занимающий как внутреннюю, так и внешнюю площадь соединителя. Этот ответвитель достиг полосы пропускания 500 МГц, в то время как разность фаз между S21 и S31 находится в пределах 90 градусов плюс 1 градус. Таким образом, полоса пропускания не только на 25% шире, чем у обычного соединителя, но и занимает всего 70% площади контура по сравнению с обычной конструкцией. Все три предлагаемых соединителя могут быть реализованы с использованием стандартных процессов травления печатных плат без использования каких-либо сосредоточенных элементов, соединительных проводов и сквозных отверстий, что делает их очень полезными для систем беспроводной связи.
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дать статья предлагаться класс новый компактный ответвительный устройство использовать подход квазиузловой элемент симметричный несимметричный образный структура вывести расчётный уравнение физический измерение реализовать схема использовать метод квазиузловой элемент новый конструкция занимать весь 29 площадь традиционный подход частота 2 4 ггц кроме использование формула разработать третий контур реализовать симметричный образный конструкция занимать внутренний внешний площадь соединитель ответвитель достигнуть полоса пропускание 500 мгц время разность фаза s21 s31 находиться предел 90 градус плюс 1 градус образ полоса пропускание 25 широкий обычный соединитель занимать весь 70 площадь контур сравнение обычный конструкция всё предлагать соединитель мочь реализовать использование стандартный процесс травление печатный плата использование либо сосредоточить элемент соединительный проводы сквозной отверстие делать очень полезный система беспроводный связь
компактный плоский микрополосковый ответвитель ответвитель использовать метод квазиузловой элемент несимметричный симметрично симметричный образный структура
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Анатомия мотивации: эволюционно-экологический подход
Было предпринято несколько попыток применить эволюционную теорию к изучению человеческой мотивации. С этой точки зрения мотивы можно рассматривать как психологические механизмы, формирующие поведение, которое решает эволюционно важные задачи в человеческой нише. Исходя из размеров человеческой ниши, мы выделяем восемь потребностей человека: оптимизировать количество и выживаемость копий генов; поддерживать физическую целостность; избегать внешних угроз; оптимизировать сексуальный, экологический и социальный капитал; и приобретать навыки размножения и выживания. Затем эти потребности служат основой для составления необходимого и достаточного списка из 15 человеческих мотивов, которые мы обозначаем как: вожделение, голод, комфорт, страх, отвращение, влечение, любовь, воспитание, созидание, накопление, партнерство, статус, справедливость, любопытство и игра. Мы показываем, что эти мотивы согласуются с данными современной литературы. Этот подход предоставляет нам точный словарь для описания мотивации, отсутствие которого препятствовало прогрессу в науке о поведении. Разработка проверяемых теорий о структуре и функциях мотивов имеет важное значение для проекта по пониманию организации познания и обучения животных, а также для прикладных наук о поведении.
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предпринять несколько попытка применить эволюционный теория изучение человеческий мотивация точка зрение мотив рассматривать психологический механизм формировать поведение решать эволюционно важный задача человеческий ниша исходить размер человеческий ниша выделять восемь потребность человек оптимизировать количество выживаемость копия ген поддерживать физический целостность избегать внешний угроза оптимизировать сексуальный экологический социальный капитал приобретать навык размножение выживание затем потребность служить основа составление необходимый достаточный список 15 человеческий мотив обозначать вожделение голод комфорт страх отвращение влечение любовь воспитание созидание накопление партнёрство статус справедливость любопытство игра показывать мотив согласоваться данные современный литература подход предоставлять точный словарь описание мотивация отсутствие препятствовать прогресс наука поведение разработка проверять теория структура функция мотив иметь важный значение проект понимание организация познание обучение животное также прикладной наука поведение
анатомия мотивация эволюционно экологический подход
6de09e48d42d14c4079e5d8a6a58485341b41cad
Мнения студентов о смешанном обучении и его реализации с точки зрения их стилей обучения
Целью данной статьи является изучение мнений студентов о методе смешанного обучения и его использовании в зависимости от индивидуального стиля обучения учащихся. В исследовании приняли участие 31 студент старших курсов. В рамках смешанного обучения использовались веб-медиа, а также индивидуальные занятия в классе. Для сбора данных была использована шкала взглядов студентов на смешанное обучение и его реализацию, методика Колба по стилю обучения, форма предварительной информации и открытые вопросы. Большинство студентов разделили стиль обучения на ассимиляционный, аккомодационный и конвергентный. Результаты показали, что мнения студентов о методе смешанного обучения и его использовании весьма позитивны.
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цель дать статья являться изучение мнение студент метод смешанный обучение использование зависимость индивидуальный стиль обучение учиться исследование принять участие 31 студент старший курс рамка смешанный обучение использоваться веб медиа также индивидуальный занятие класс сбор данные использовать шкала взгляд студент смешанный обучение реализация методика колба стиль обучение форма предварительный информация открытый вопрос большинство студент разделить стиль обучение ассимиляционный аккомодационный конвергентный результат показать мнение студент метод смешанный обучение использование весьма позитивный
мнение студент смешанный обучение реализация точка зрение стиль обучение
b4d4a78ecc68fd8fe9235864e0b1878cb9e9f84b
Способ получения цифровых подписей и криптосистем с открытым ключом (перепечатка)
Представлен способ шифрования с новым свойством, заключающимся в том, что публичное раскрытие ключа шифрования, таким образом, не раскрывает соответствующий ключ дешифрования. Это имеет два важных следствия: для передачи ключей не нужны курьеры или другие защищенные средства, поскольку сообщение может быть зашифровано с использованием ключа шифрования, публично раскрытого предполагаемым получателем. Только он может расшифровать сообщение, поскольку только он знает соответствующий ключ дешифрования. Сообщение может быть “подписано” с помощью личного ключа дешифрования. Любой желающий может проверить эту подпись, используя соответствующий открытый ключ шифрования. Подписи невозможно подделать, и подписавший их не может впоследствии опровергнуть действительность своей подписи. Это имеет очевидное применение в системах “электронной почты” и “электронных денежных переводов”. Сообщение шифруется путем представления его в виде числа M, возведения M в публично заданную степень e, а затем получения остатка, когда результат делится на публично заданное произведение n двух больших секретных простых чисел p и q. Расшифровка аналогична, только с другой секретной степенью используется значение d, где e * d = 1(mod (p - 1) * (q - 1)). Безопасность системы частично зависит от сложности разложения на множители опубликованного делителя n.
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представить способ шифрование новый свойство заключаться публичный раскрытие ключ шифрование образ раскрывать соответствовать ключ дешифрование это иметь важный следствие передача ключ нужный курьер защитить средство поскольку сообщение мочь зашифровать использование ключ шифрование публично раскрытый предполагать получатель мочь расшифровать сообщение поскольку знать соответствовать ключ дешифрование сообщение мочь подписать помощь личный ключ дешифрование любой желать мочь проверить подпись использовать соответствовать открытый ключ шифрование подпись невозможно подделать подписать мочь впоследствии опровергнуть действительность свой подпись это иметь очевидный применение система электронный почта электронный денежный перевод сообщение шифроваться путём представление вид число m возведение m публично задать степень e затем получение остаток результат делиться публично задать произведение n больший секретный простой число p q расшифровка аналогичный секретный степень использоваться значение d e d 1 mod p 1 q 1 безопасность система частично зависеть сложность разложение множитель опубликовать делитель n
способ получение цифровой подпись криптосистема открытый ключ перепечатка
628c2bcfbd6b604e2d154c7756840d3a5907470f
Блокчейн-платформа для промышленного Интернета вещей
Технологии Интернета вещей (IoT) внедряются в промышленных и производственных приложениях, таких как автоматизация производства, удаленная диагностика оборудования, прогнозирование состояния промышленного оборудования и управление цепочками поставок. Облачное производство - это новейшая модель производства по требованию, в которой используются технологии Интернета вещей. В то время как облачное производство обеспечивает доступ к производственным ресурсам по требованию, для транзакций между пользователями, желающими воспользоваться производственными услугами, требуется надежный посредник. Мы представляем децентрализованную одноранговую платформу BPIIoT для промышленного Интернета вещей, основанную на технологии блокчейн. Благодаря использованию технологии блокчейн платформа BPIIoT позволяет одноранговым узлам в децентрализованной, не требующей доверия одноранговой сети взаимодействовать друг с другом без необходимости в доверенном посреднике.
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технология интернет вещь iot внедряться промышленный производственный приложение автоматизация производство удалённый диагностика оборудование прогнозирование состояние промышленный оборудование управление цепочка поставка облачный производство это новый модель производство требование использоваться технология интернет вещь время облачный производство обеспечивать доступ производственный ресурс требование транзакция пользователь желать воспользоваться производственный услуга требоваться надёжный посредник представлять децентрализованный одноранговый платформа bpiiot промышленный интернет вещь основать технология блокчейн благодаря использование технология блокчейн платформа bpiiot позволять одноранговый узел децентрализованный требовать доверие одноранговый сеть взаимодействовать друг друг необходимость доверенный посредник
блокчейн платформа промышленный интернет вещь
0fd0e3854ee696148e978ec33d5c042554cd4d23
Древовидные модели редактирования для распознавания текстовых следствий, перефразировок и ответов на вопросы
Этот документ содержит дополнительные сведения об экспериментах, описанных в (Heilman and Smith, 2010). Обратите внимание, что, хотя в этом документе представлена информация о наборах данных и экспериментальных методах, в нем не приводятся дополнительные результаты. Если у вас возникнут дополнительные вопросы, пожалуйста, не стесняйтесь обращаться к первому автору. Предварительно обработанные наборы данных (т.е. помеченные и проанализированные) будут предоставлены для исследовательских целей по запросу.
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документ содержать дополнительный сведение эксперимент описать heilman and smith 2010 обратить внимание хотя это документ представить информация набор данные экспериментальный метод немой приводиться дополнительный результат возникнуть дополнительный вопрос пожалуйста стесняться обращаться первый автор предварительно обработать набор данные пометить проанализировать предоставить исследовательский цель запрос
древовидный модель редактирование распознавание текстовый следствие перефразировка ответ вопрос
3e27e210c9a41d9901164fd4c24e549616d1958a
CompNet: Нейронные сети, развивающиеся с помощью компактного сетевого морфизма
Часто бывает так, что производительность нейронной сети можно улучшить, добавив слои. В реальной практике мы всегда параллельно обучаем десятки архитектур нейронных сетей, что является расточительным процессом. Мы исследовали CompNet, и в этом случае мы преобразуем хорошо обученную нейронную сеть в более глубокую, где сетевая функция может быть сохранена, а добавленный слой является компактным. В работе представлены два вклада: а). Модифицированная сеть может быстро сходиться и сохранять ту же функциональность, так что нам не нужно снова обучаться с нуля; б). Размер добавленного слоя в нейронной сети регулируется путем удаления избыточных параметров с помощью разреженной оптимизации. Это отличается от предыдущих подходов к сетевому морфизму, которые, как правило, добавляют больше нейронов или каналов сверх фактических требований и приводят к избыточности модели. Метод проиллюстрирован с использованием нескольких структур нейронной сети на разных наборах данных, включая MNIST и CIFAR10.
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часто бывать производительность нейронный сеть улучшить добавить слой реальный практика параллельно обучать десятка архитектура нейронный сеть являться расточительный процесс исследовать compnet это случай преобразовать обученный нейронный сеть глубокий сетевой функция мочь сохранить добавить слой являться компактный работа представить вклад модифицированный сеть мочь быстро сходиться сохранять функциональность нужно снова обучаться нуль б размер добавить слой нейронный сеть регулироваться путём удаление избыточный параметр помощь разредить оптимизация это отличаться предыдущий подход сетевой морфизм правило добавлять большой нейрон канал сверх фактический требование приводить избыточность модель метод проиллюстрировать использование несколько структура нейронный сеть разный набор данные включая mnist cifar10
compnet нейронный сеть развивающийся помощь компактный сетевой морфизм
c11de783900e118e3d3de74efca5435c98b11e7c
Система обнаружения сонливости водителя
Сонливость или переутомление водителей за рулем в течение долгих часов является основной причиной дорожно-транспортных происшествий на дорогах во всем мире. Международная статистика показывает, что причиной большого количества дорожно-транспортных происшествий является переутомление водителей. Таким образом, система, способная распознавать усталость водителя на встречной полосе и своевременно предупреждать об этом, могла бы помочь предотвратить многие дорожно-транспортные происшествия и, следовательно, сэкономить деньги и уменьшить личные страдания. Авторы предприняли попытку разработать систему, которая использует видеокамеру, направленную непосредственно на лицо водителя для определения степени усталости. При обнаружении усталости водителя подается предупреждающий сигнал. Авторы поработали над видеофайлами, записанными камерой. Видеофайл преобразован в кадры.После определения местоположения глаз на каждом кадре, определяя энергетическую ценность каждого кадра, можно определить, открыты глаза или закрыты. Для значений энергии открытых и закрытых глаз устанавливается определенное условие. Если среднее значение энергопотребления для 5 последовательных кадров падает в заданном режиме, то водитель будет обнаружен как погруженный в сон и выдаст предупреждающий сигнал. Алгоритм предложен, реализован, протестирован и признан работающим удовлетворительно.
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сонливость переутомление водитель руль течение долгий час являться основной причина дорожный транспортный происшествие дорога весь мир международный статистика показывать причина большой количество дорожный транспортный происшествие являться переутомление водитель образ система способный распознавать усталость водитель встречный полоса своевременно предупреждать это мочь помочь предотвратить многие дорожный транспортный происшествие следовательно сэкономить деньга уменьшить личный страдание автор предпринять попытка разработать система использовать видеокамера направить непосредственно лицо водитель определение степень усталость обнаружение усталость водитель подаваться предупреждать сигнал автор поработать видеофайл записать камера видеофайл преобразовать кадр определение местоположение глаз каждый кадр определять энергетический ценность каждый кадр определить открыть глаз закрытый значение энергия открытый закрытый глаз устанавливаться определённый условие средний значение энергопотребление 5 последовательный кадр падать задать режим водитель обнаружить погрузить сон выдать предупреждать сигнал алгоритм предложный реализовать протестировать признать работать удовлетворительно
система обнаружение сонливость водитель
1e55bb7c095d3ea15bccb3df920c546ec54c86b5
Планирование ресурсов предприятия: систематика критических факторов
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планирование ресурс предприятие систематик критический фактор
23a3dc2af47b13fe63189df63dbdda068b854cdd
Вычислимые упругие расстояния между Фигурами
Мы определяем расстояния между геометрическими кривыми как квадратный корень из минимальной энергии, необходимой для преобразования одной кривой в другую. Энергия формально определяется из левоинвариантного риманова расстояния на бесконечномерной группе, действующей на кривые, которое может быть явно вычислено. Полученное расстояние сводится к вариационной задаче, для которой необходимо вычислить оптимальное соответствие между кривыми. Анализ расстояния, когда кривые являются многоугольными, приводит к численной процедуре решения вариационной задачи, которая может быть эффективно реализована, что подтверждается экспериментами.
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определять расстояние геометрический кривая квадратный корень минимальный энергия необходимый преобразование кривая энергия формально определяться левоинвариантный риманов расстояние бесконечномерный группа действовать кривая мочь явно вычислить получить расстояние сводиться вариационный задача необходимо вычислить оптимальный соответствие кривая анализ расстояние кривая являться многоугольный приводить численный процедура решение вариационный задача мочь эффективно реализовать подтверждаться эксперимент
вычислимый упругий расстояние фигура
37726c30352bd235c2a832b6c16633c2b11b8913
Контролируемое локально-линейное встраивание
Локально-линейное встраивание (LLE) - это недавно предложенный метод неконтролируемого уменьшения нелинейной размерности. Он обладает рядом привлекательных особенностей: он не требует итеративного алгоритма и требует установки всего нескольких параметров. Авторы этой статьи независимо друг от друга предложили два расширения LLE для контролируемого извлечения признаков. Здесь оба метода объединены в общую структуру и применяются к ряду эталонных наборов данных. Результаты показывают, что они очень хорошо работают с данными большой размерности, которые имеют разнообразную структуру.
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локально линейный встраивание lle это недавно предложить метод неконтролируемый уменьшение нелинейный размерность обладать рядом привлекательный особенность требовать итеративный алгоритм требовать установка весь несколько параметр автор статья независимо друг друг предложить расширение lle контролировать извлечение признак оба метод объединить общий структура применяться ряд эталонный набор данные результат показывать очень работать данные большой размерность иметь разнообразный структура
контролировать локально линейный встраивание
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Публикация дифференциально-частных гистограмм для динамических наборов данных: адаптивный подход к выборке
Дифференциальная конфиденциальность в последнее время стала стандартом де-факто для публикации частных статистических данных. Было предложено множество алгоритмов для создания дифференциально частных гистограмм или синтетических данных. Однако большинство из них ориентированы на "разовый" выпуск статического набора данных и не удовлетворяют должным образом растущую потребность в выпуске серии динамических наборов данных в режиме реального времени. Простое применение существующих методов построения гистограмм к каждому снимку таких динамических наборов данных приведет к высокой накопленной ошибке из-за возможности комбинирования дифференциальной конфиденциальности и корреляций или дублирования пользователей между снимками. В этой статье мы рассматриваем проблему публикации серии динамических наборов данных в режиме реального времени с дифференцированной конфиденциальностью, используя новый адаптивный подход к выборке на основе расстояния. Наш первый метод, DSFT, использует фиксированный порог расстояния и выдает дифференциально-частную гистограмму только тогда, когда текущий снимок существенно отличается от предыдущего, т.е. когда расстояние превышает заданный порог. Наш второй метод, DSAT, еще больше улучшает DSFT и использует динамический порог, адаптивно настраиваемый механизмом управления с обратной связью для учета динамики данных. Обширные эксперименты с реальными и синтетическими наборами данных демонстрируют, что наш подход обеспечивает большую эффективность, чем базовые методы и существующие современные методы.
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дифференциальный конфиденциальность последний время стать стандарт де факто публикация частный статистический данные предложить множество алгоритм создание дифференциальный частный гистограмма синтетический данные однако большинство ориентировать разовый выпуск статический набор данные удовлетворять должный образ расти потребность выпуск серия динамический набор данные режим реальный время простой применение существующий метод построение гистограмма каждый снимка динамический набор данные привести высокий накопить ошибка возможность комбинирование дифференциальный конфиденциальность корреляция дублирование пользователь снимка статья рассматривать проблема публикация серия динамический набор данные режим реальный время дифференцированный конфиденциальность использовать новый адаптивный подход выборка основа расстояние наш первый метод dsft использовать фиксировать порог расстояние выдавать дифференциальный частный гистограмма текущий снимка существенно отличаться предыдущий расстояние превышать задать порог наш второй метод dsat ещё большой улучшать dsft использовать динамический порог адаптивный настраивать механизм управление обратный связь учёт динамика данные обширный эксперимент реальный синтетический набор данные демонстрировать наш подход обеспечивать больший эффективность базовый метод существующий современный метод
публикация дифференциальный частный гистограмма динамический набор данные адаптивный подход выборка
d318b1cbb00282eea7fc5789f97d859181fc165e
Рекурсивное усреднение на основе LBP для подавления шума при бормотании, применяемое для автоматического распознавания речи
Усовершенствованное автоматическое распознавание речи (ASR) в условиях шумового бормотания продолжает создавать серьезные проблемы. В этой статье мы предлагаем новый индикатор присутствия речи (SPI), основанный на локальном бинарном шаблоне (LBP), для различения речевых и неречевых компонентов. Шум от болтовни впоследствии оценивается с помощью рекурсивного усреднения. В системе улучшения речи с оптимально модифицированной логарифмической спектральной амплитудой (OMLSA) используется оцененный спектр шума, полученный в результате рекурсивного усреднения на основе LBP (LRA). Производительность системы улучшения речи LRA сравнивается с обычным улучшенным рекурсивным усреднением с контролируемым минимумом (IMCRA). Сегментарные улучшения SNR и оценки качества речи на основе восприятия (PESQ) показывают, что система LRA обеспечивает превосходное снижение шума при бормотании по сравнению с системой IMCRA. Результаты распознавания слов, основанные на скрытой марковской модели (HMM), показывают соответствующее улучшение.
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усовершенствовать автоматический распознавание речь asr условие шумовой бормотание продолжать создавать серьёзный проблема статья предлагать новый индикатор присутствие речь spi основать локальный бинарный шаблон lbp различение речевой неречевой компонент шум болтовня впоследствии оцениваться помощь рекурсивный усреднение система улучшение речь оптимально модифицированный логарифмический спектральный амплитуда omlsa использоваться оценить спектр шум получить результат рекурсивный усреднение основа lbp lra производительность система улучшение речь lra сравниваться обычный улучшить рекурсивный усреднение контролировать минимум imcra сегментарный улучшение snr оценка качество речь основа восприятие pesq показывать система lra обеспечивать превосходный снижение шум бормотание сравнение система imcra результат распознавание слово основать скрытый марковский модель hmm показывать соответствовать улучшение
рекурсивный усреднение основа lbp подавление шум бормотание применять автоматический распознавание речь
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Использование перевернутого аудиторного подхода к обучению компьютерному программированию
В высших учебных заведениях все чаще применяется подход "перевернутых аудиторий". Хотя этот подход имеет много преимуществ, существует также множество проблем, которые следует учитывать. В этой статье мы обсуждаем пригодность этого подхода для преподавания компьютерного программирования и сообщаем о нашем пилотном опыте использования этого подхода в Университете Катара для преподавания одного предмета курса компьютерного программирования. Установлено, что студенты положительно относятся к этому подходу, он улучшает их усвоение материала. Однако главная проблема заключалась в том, как вовлечь некоторых студентов в онлайн-обучение.
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высокий учебный заведение всё частый применяться подход перевернуть аудитория хотя подход иметь преимущество существовать также множество проблема следовать учитывать статья обсуждать пригодность это подход преподавание компьютерный программирование сообщать наш пилотный опыт использование это подход университет катар преподавание предмет курс компьютерный программирование установить студент положительно относиться подход улучшать усвоение материал однако главный проблема заключаться вовлечь некоторый студент онлайн обучение
использование перевернуть аудиторный подход обучение компьютерный программирование
ba965d68ea7a58f6a5676c47a5c81fad21959ef6
На пути к новой структурной модели чувства юмора: предварительные выводы
В этой статье излагаются некоторые формальные, содержательные и процедурные соображения, касающиеся чувства юмора, и анализ как повседневного юмористического поведения, так и комических стилей приводит к первоначальному предложению четырехфакторной модели юмора (4FMH). Эта модель была протестирована на новом наборе данных, а также исследовано, соответствуют ли друг другу две формы комических стилей (доброжелательный юмор и моральная насмешка). Модель кажется надежной, но необходимы дальнейшие исследования структуры чувства юмора как черты личности.
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статья излагаться некоторый формальный содержательный процедурный соображение касаться чувство юмор анализ повседневный юмористический поведение комический стиль приводить первоначальный предложение четырехфакторный модель юмор 4fmh модель протестировать новый набор данные также исследовать соответствовать друг друг форма комический стиль доброжелательный юмор моральный насмешка модель казаться надёжный необходимый дальнейший исследование структура чувство юмор черта личность
путь новый структурный модель чувство юмор предварительный вывод
3e7aabaffdb4b05e701c544451dce55ad96e9401
Определение местоположения в помещении на основе отпечатков пальцев по Wi-Fi: последние достижения и сравнения
Растущий коммерческий интерес к службам определения местоположения внутри помещений (ILBS) в последнее время стимулировал разработку многих методов определения местоположения внутри помещений. Из-за отсутствия сигнала Глобальной системы позиционирования (GPS) для использования внутри помещений было предложено множество других сигналов. Среди них Wi-Fi (802.11) представляется перспективным благодаря повсеместному внедрению беспроводных локальных сетей (WLAN). В частности, в последнее время большое внимание привлекает технология снятия отпечатков пальцев по Wi-Fi, поскольку она не требует измерения точек доступа в пределах прямой видимости и обеспечивает высокую применимость в сложных условиях внутри помещений. В этом обзоре рассматриваются последние достижения в двух основных областях локализации отпечатков пальцев по Wi-Fi: передовые методы локализации и эффективное развертывание системы. Что касается передовых методов локализации пользователей, мы расскажем, как использовать временные или пространственные схемы передачи сигналов, взаимодействие с пользователями и датчики движения. Что касается эффективного развертывания системы, мы обсудим последние достижения в области сокращения трудоемкости автономного опроса, адаптации к изменениям отпечатков пальцев, калибровки разнородных устройств для сбора сигналов и достижения энергоэффективности смартфонов. Мы изучаем и сравниваем подходы на основе нашего опыта внедрения и обсуждаем некоторые направления на будущее.
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расти коммерческий интерес служба определение местоположение внутри помещение ilbs последний время стимулировать разработка многий метод определение местоположение внутри помещение отсутствие сигнал глобальный система позиционирование gps использование внутри помещение предложить множество сигнал среди wi fi 802 11 представляться перспективный благодаря повсеместный внедрение беспроводный локальный сеть wlan частность последний время большой внимание привлекать технология снятие отпечаток палец wi fi поскольку требовать измерение точка доступ предел прямой видимость обеспечивать высокий применимость сложный условие внутри помещение это обзор рассматриваться последний достижение основный область локализация отпечаток палец wi fi передовой метод локализация эффективный развёртывание система касаться передовой метод локализация пользователь рассказать использовать временной пространственный схема передача сигнал взаимодействие пользователь датчик движение касаться эффективный развёртывание система обсудить последний достижение область сокращение трудоёмкость автономный опрос адаптация изменение отпечаток палец калибровка разнородный устройство сбор сигнал достижение энергоэффективность смартфон изучать сравнивать подход основа наш опыт внедрение обсуждать некоторый направление будущее
определение местоположение помещение основа отпечаток палец wi fi последний достижение сравнение
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Разработка поддельных линий задержки терагерцового диапазона на основе поверхностных плазмон-поляритонов
Мы представляем анализ и проектирование волноводов на основе поверхностных плазмон-поляритонов фиксированной физической длины с регулируемой задержкой на терагерцовых частотах. Регулируемая задержка достигается с помощью гофрированных плоских линий Губау (CPGL) путем изменения глубины гофрирования без изменения общей физической длины волновода. Результаты нашего моделирования показывают, что электрические длины волн 237,9°, 220,6° и 310,6° могут быть достигнуты с помощью физических длин волн 250 мкм и 200 мкм при частоте 0,25, 0,275 и 0,3 ТГц, соответственно, для демонстрационных целей. Результаты моделирования также согласуются с нашими аналитическими расчетами с использованием физических параметров и свойств материала. Когда мы объединили пары линий задержки одинаковой длины, как если бы они были двумя ответвлениями терагерцового фазовращателя, мы получили погрешность в оценке относительного фазового сдвига, превышающую 5,8%. Насколько нам известно, это первая демонстрация настраиваемых линий задержки CPGL на основе поверхностных плазмон-поляритонов с имитацией. Эта идея может быть использована для получения перестраиваемых линий задержки фиксированной длины и фазовращателей для схем терагерцового диапазона.
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представлять анализ проектирование волновод основа поверхностный плазмон поляритон фиксировать физический длина регулировать задержка терагерцов частота регулировать задержка достигаться помощь гофрированный плоский линия губау cpgl путём изменение глубина гофрирование изменение общий физический длина волновод результат наш моделирование показывать электрический длина волна 237 9 220 6 310 6 мочь достигнуть помощь физический длина волна 250 мкм 200 мкм частота 0 25 0 275 0 3 тгц соответственно демонстрационный цель результат моделирование также согласоваться наш аналитический расчёт использование физический параметр свойство материал объединить пара линия задержка одинаковый длина ответвление терагерцовый фазовращатель получить погрешность оценка относительный фазовый сдвиг превышать 5 8 насколько известно это первый демонстрация настраивать линия задержка cpgl основа поверхностный плазмон поляритон имитация идея мочь использовать получение перестраивать линия задержка фиксировать длина фазовращатель схема терагерцовый диапазон
разработка поддельный линия задержка терагерцовый диапазон основа поверхностный плазмон поляритон
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Инфракрасная раскраска с использованием глубоких сверточных нейронных сетей
В этой статье предлагается метод передачи цветового спектра RGB в изображения ближнего инфракрасного диапазона (NIR) с использованием глубоких многомасштабных сверточных нейронных сетей. Обучается прямой и интегрированной передаче между пикселями NIR и RGB. Обученная модель не требует каких-либо указаний пользователя или использования базы данных эталонных изображений на этапе восстановления для получения изображений с естественным внешним видом. Чтобы сохранить богатые детали изображения NIR, его высокочастотные характеристики переносятся в оценочное изображение RGB. Представленный подход был протестирован на реальном наборе данных, содержащем большое количество изображений дорожных сцен в летнее время. Набор данных был получен с помощью камеры с несколькими ПЗС-матрицами NIR/RGB, которая обеспечивает идеальную попиксельную регистрацию.
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статья предлагаться метод передача цветовой спектр rgb изображение ближний инфракрасный диапазон nir использование глубокий многомасштабный сверточный нейронный сеть обучаться прямой интегрировать передача пиксель nir rgb обученный модель требовать либо указание пользователь использование база данные эталонный изображение этап восстановление получение изображение естественный внешний вид сохранить богатый деталь изображение nir высокочастотный характеристика переноситься оценочный изображение rgb представить подход протестировать реальный набор данные содержать большой количество изображение дорожный сцена летний время набор данные получить помощь камера несколько пзс матрица nir rgb обеспечивать идеальный попиксельный регистрация
инфракрасный раскраска использование глубокий сверточный нейронный сеть
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Красочная раскраска изображений
Учитывая, что в качестве исходных данных используется фотография в оттенках серого, в этой статье рассматривается проблема создания правдоподобной цветной версии фотографии. Эта проблема явно не решена, поэтому предыдущие подходы либо основывались на значительном взаимодействии с пользователем, либо приводили к ненасыщенным цветовым решениям. Мы предлагаем полностью автоматический подход, который позволяет создавать яркие и реалистичные цвета. Мы учитываем неопределенность, лежащую в основе проблемы, представляя ее как задачу классификации, и используем изменение баланса классов во время обучения, чтобы увеличить разнообразие цветов в результате. Во время тестирования система была реализована в виде прямой трансляции на канале CNN и обучена работе с более чем миллионом цветных изображений. Мы оцениваем наш алгоритм с помощью “теста Тьюринга на раскрашивание”, в котором участникам предлагается выбрать между сгенерированным цветным изображением и реальным цветным изображением в реальном времени. Наш метод успешно обманывает людей в 32% испытаний, что значительно выше, чем у предыдущих методов. Более того, мы показываем, что раскрашивание может быть мощным инструментом для самостоятельного изучения объектов, выступая в качестве межканального кодера. Такой подход обеспечивает высочайшую производительность по нескольким критериям изучения объектов.
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учитывать качество исходный данные использоваться фотография оттенок серый статья рассматриваться проблема создание правдоподобный цветной версия фотография проблема явно решить поэтому предыдущий подход либо основываться значительный взаимодействие пользователь либо приводить ненасыщенный цветовой решение предлагать полностью автоматический подход позволять создавать яркий реалистичный цвет учитывать неопределённость лежать основа проблема представлять задача классификация использовать изменение баланс класс время обучение увеличить разнообразие цвет результат время тестирование система реализовать вид прямой трансляция канал cnn обучить работа миллион цветной изображение оценивать наш алгоритм помощь тест тьюринг раскрашивание участник предлагаться выбрать сгенерировать цветной изображение реальный цветной изображение реальный время наш метод успешно обманывать человек 32 испытание значительно выше предыдущий метод показывать раскрашивание мочь мощный инструмент самостоятельный изучение объект выступать качество межканальный кодер подход обеспечивать высокий производительность несколько критерий изучение объект
красочный раскраска изображение
326a0914dcdf7f42b5e1c2887174476728ca1b9d
Вассерштейн ГАН
Проблема, которой посвящена эта статья, заключается в обучении без присмотра. В основном, что значит изучить распределение вероятностей? Классический ответ на этот вопрос - изучить плотность вероятности. Это часто делается путем определения параметрического семейства плотностей (pθ)θ∈Rd и нахождения той, которая максимизирует вероятность для наших данных: если бы у нас были примеры реальных данных {x}i=1, мы бы решили проблему
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проблема посвятить статья заключаться обучение присмотр основное значит изучить распределение вероятность классический ответ вопрос изучить плотность вероятность это часто делаться путём определение параметрический семейство плотность pθ θ rd нахождение максимизировать вероятность наш данные пример реальный данные x i 1 решить проблема
вассерштейн ган
5287d8fef49b80b8d500583c07e935c7f9798933
Генеративный состязательный синтез текста и изображения
Автоматический синтез реалистичных изображений из текста был бы интересен и полезен, но современные системы искусственного интеллекта все еще далеки от этой цели. Однако в последние годы были разработаны универсальные и мощные архитектуры рекуррентных нейронных сетей для распознавания текстовых признаков. Тем временем глубокие сверточные генеративно-состязательные сети (GAN) начали генерировать весьма привлекательные изображения определенных категорий, таких как лица, обложки альбомов и интерьеры комнат. В этой работе мы разрабатываем новую архитектуру deep и формулировку GAN, чтобы эффективно объединить достижения в текстовом и графическом моделировании, переводя визуальные концепции из символов в пиксели. Мы демонстрируем способность нашей модели генерировать правдоподобные изображения птиц и цветов на основе подробных текстовых описаний.
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автоматический синтез реалистичный изображение текст интересный полезный современный система искусственный интеллект всё ещё далёкий цель однако последний год разработать универсальный мощный архитектура рекуррентный нейронный сеть распознавание текстовый признак время глубокий сверточный генеративный состязательный сеть gan начать генерировать весьма привлекательный изображение определённый категория лицо обложка альбом интерьер комната работа разрабатывать новый архитектура deep формулировка gan эффективно объединить достижение текстовый графический моделирование переводить визуальный концепция символ пиксель демонстрировать способность наш модель генерировать правдоподобный изображение птица цвет основа подробный текстовый описание
генеративный состязательный синтез текст изображение
57bbbfea63019a57ef658a27622c357978400a50
U-Net: Сверточные сети для сегментации биомедицинских изображений
{ "authors": [ "1737326", "49830447", "1710872" ], "year": 2017, "cited_by": [ "3d67978fe6ea4808485903cb83e5b92719d21fbf", "f9938567bc143992ea10578244b988d20d233542", "a2cbaa3913fb53adc28ace2c60f161b1ef742f2e", "1021a5c97333f7bc999373a18ccc5afadb58b0d5", "9c255e49f16390c09832c5f46674cf2b7ef53aa1", "a5ed029ab86924d25d193cd2f638940d3b4887ef", "e2c18e8f9c808dd5ccc8df752da6efe69619fe34", "7aef5f232cac0b392785e728e3b11da49052ab43", "a04fd1baee806484978e7d8143565b3be5fd4528", "4c477ba5513ec9c629ca3442c1fee15612259905", "a84e03b5a7cd00864c8090ae69555d600d044255", "2b251294bea1e49f9a646a67e6c57c9d3e1af483", "7134875a31da5eec2f5daedbc280ee7f4afb3c3d", "df724040bf460858b3e325fab0a4dd3374a647a7", "cb3b357af6f281fd50372c3f883ce7dcda1c6f0e", "773710c66053050bb5a1acc23074ccfecedd8926", "0f6e3415c4947e21d1fd057300d6583af7b91ca3", "bef8694328016889a4b87761984046e1d9cf79b9", "4bb3ce3f54d3fb52c0c0561d6c35f30bb7ab64fb", "fe4de0820054876cf1a3380dc4badec20384acb0", 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u net сверточный сеть сегментация биомедицинский изображение
6ec02fb5bfc307911c26741fb3804f16d8ad299c
Активное обучение методам обнаружения транспортных средств на дороге: сравнительное исследование
В последние годы активное обучение стало мощным инструментом в создании надежных систем обнаружения объектов с использованием компьютерного зрения. Действительно, подходы активного обучения к обнаружению транспортных средств на дороге позволили достичь впечатляющих результатов. Несмотря на то, что методы активного обучения для обнаружения объектов были изучены и представлены в литературе, было проведено несколько исследований для сравнительной оценки затрат и преимуществ. В этом исследовании мы предлагаем анализ трех популярных методов активного обучения для обнаружения транспортных средств на дороге с учетом затрат. Общность результатов активного обучения демонстрируется с помощью обучающих экспериментов, проведенных с использованием детекторов, основанных на гистограмме ориентированных градиентных признаков и классификации SVM (HOG–SVM), а также хааровских признаков и классификации Adaboost (Haar–Adaboost). Экспериментальная оценка была проведена на основе статических изображений и реальных наборов данных о дорожных транспортных средствах. Подходы к обучению оцениваются с точки зрения времени, затраченного на аннотирование, требуемых данных, запоминания и точности.
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последний год активный обучение стать мощный инструмент создание надёжный система обнаружение объект использование компьютерный зрение действительно подход активный обучение обнаружение транспортный средство дорога позволить достигнуть впечатляющий результат несмотря метод активный обучение обнаружение объект изучить представить литература провести несколько исследование сравнительный оценка затрата преимущество это исследование предлагать анализ популярный метод активный обучение обнаружение транспортный средство дорога учёт затрата общность результат активный обучение демонстрироваться помощь обучать эксперимент провести использование детектор основать гистограмма ориентировать градиентный признак классификация svm hog svm также хааровский признак классификация adaboost haar adaboost экспериментальный оценка провести основа статический изображение реальный набор данные дорожный транспортный средство подход обучение оцениваться точка зрение время затратить аннотирование требовать данные запоминание точность
активный обучение метод обнаружение транспортный средство дорога сравнительный исследование
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Никель-титановые ротационные инструменты HyFlex после клинического применения: металлургические свойства.
цель Проанализировать тип и локализацию дефектов инструментов HyFlex CM после клинического использования в аспирантуре по эндодонтии и изучить влияние клинического использования на их металлургические свойства. методология После использования на трех зубах было собрано в общей сложности 468 инструментов HyFlex CM, выброшенных из выпускной эндодонтической программы. Были проанализированы частота и тип дефектов инструментов. Боковые поверхности дефектных инструментов были исследованы с помощью сканирующей электронной микроскопии. Новые и используемые в клинической практике инструменты были исследованы с помощью дифференциальной сканирующей калориметрии (ДСК) и рентгеновской дифракции (РФА). Для новых и используемых в клинической практике инструментов с осевым сечением твердость по Виккерсу измерялась с помощью нагрузки весом 200 г вблизи канавок. Данные были проанализированы с использованием одностороннего дисперсионного анализа или теста множественного сравнения Тьюки. результаты Из 468 собранных инструментов HyFlex не было обнаружено переломов, а у 16 (3,4%) была выявлена деформация. Из всех размотанных инструментов чаще всего разматывался конус 20-го размера, 0,04 (n = 5), за которым следует конус 25-го размера, 0,08 (n = 4). Динамика графиков DSC для новых инструментов и инструментов, используемых в клинической практике (с дефектами и без них), была очень схожей. Результаты DSC-анализа показали, что у инструментов HyFlex температура завершения аустенитного превращения (Af) превышала 37 °C. Температура автофокусировки инструментов HyFlex (с дефектами или без них) после многократного клинического использования была значительно ниже, чем у новых инструментов (P < 0.05). Значения энтальпии для перехода из мартенситного состояния в аустенитное у деформированных инструментов были меньше, чем у новых инструментов в области наконечника (P < 0.05). Результаты рентгеновского анализа показали, что как новые, так и бывшие в употреблении инструменты HyFlex из NiTi имели аустенитную и мартенситную структуру при комнатной температуре. Существенной разницы в микротвердости между новыми и бывшими в употреблении инструментами (с дефектами и без них) обнаружено не было. выводы Риск перелома инструментов HyFlex в канале очень низок, если инструменты выбрасываются после трех случаев клинического использования. Новые инструменты HyFlex при температуре тела имеют структуру мартенсита и аустенита. Многократное использование в клинических условиях привело к значительным изменениям микроструктурных свойств инструментов HyFlex. Инструменты меньшего размера следует рассматривать как одноразовые.
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цель проанализировать тип локализация дефект инструмент hyflex cm клинический использование аспирантура эндодонтий изучить влияние клинический использование металлургический свойство методология использование зуб собрать общий сложность 468 инструмент hyflex cm выбросить выпускной эндодонтичёска программа проанализировать частота тип дефект инструмент боковой поверхность дефектный инструмент исследовать помощь сканировать электронный микроскопия новый использовать клинический практика инструмент исследовать помощь дифференциальный сканировать калориметрия дск рентгеновский дифракция рфа новый использовать клинический практика инструмент осевой сечение твёрдость виккерс измеряться помощь нагрузка вес 200 г вблизи канавка дать проанализировать использование односторонний дисперсионный анализ тест множественный сравнение тьюк результат 468 собранный инструмент hyflex обнаружить перелом 16 3 4 выявить деформация весь размотать инструмент частый весь разматываться конус 20 го размер 0 04 n 5 следовать конус 25 го размер 0 08 n 4 динамика график dsc новый инструмент инструмент использовать клинический практика дефект очень схожий результат dsc анализ показать инструмент hyflex температура завершение аустенитный превращение af превышать 37 c температура автофокусировка инструмент hyflex дефект многократный клинический использование значительно ниже новый инструмент p 0 05 значение энтальпия переход мартенситный состояние аустенитный деформировать инструмент маленький новый инструмент область наконечник p 0 05 результат рентгеновский анализ показать новый бывший употребление инструмент hyflex niti иметь аустенитный мартенситный структура комнатный температура существенный разница микротвёрдость новый бывший употребление инструмент дефект обнаружить вывод риск перелом инструмент hyflex канал очень низкий инструмент выбрасываться случай клинический использование новый инструмент hyflex температура тело иметь структура мартенсит аустенит многократный использование клинический условие привести значительный изменение микроструктурный свойство инструмент hyflex инструмент малый размер следовать рассматривать одноразовый
никель титановый ротационный инструмент hyflex клинический применение металлургический свойство
a25f6d05c8191be01f736073fa2bc20c03ad7ad8
Интегрированное управление многопалой рукой с помощью датчиков приближения на кончиках пальцев
В этом исследовании мы предлагаем интегрированное управление роботизированной кистью и предплечьем, используя только датчик приближения с помощью кончиков пальцев. Интегрированная схема управления пальцами и предплечьем позволяет быстро контролировать положение руки, помещая кончики пальцев рядом с поверхностью объекта, за который нужно взяться. Схема управления рукой позволяет осуществлять корректировку в зависимости от ошибок в положении руки и позы, которых невозможно было бы достичь одними движениями пальцев, что позволяет пальцам захватывать объект симметричным с боков захватом. Это может предотвратить сбои при захвате, например, когда палец выталкивает предмет из руки или опрокидывает его. Предлагаемое управление рукой и кистью позволило скорректировать ошибки позиционирования на величину порядка нескольких сантиметров. Например, для захвата объекта на рабочем столе, который находится в неопределенном положении по отношению к роботу, было бы достаточно недорогого оптического датчика, такого как Kinect, который выдает только грубые данные изображения.
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это исследование предлагать интегрировать управление роботизированный кисть предплечье использовать датчик приближение помощь кончик палец интегрировать схема управление палец предплечье позволять быстро контролировать положение рука помещать кончик палец рядом поверхность объект нужно взяться схема управление рука позволять осуществлять корректировка зависимость ошибка положение рука поза невозможно достигнуть движение палец позволять палец захватывать объект симметричный боков захват это мочь предотвратить сбой захват например палец выталкивать предмет рука опрокидывать предлагать управление рука кисть позволить скорректировать ошибка позиционирование величина порядок несколько сантиметр например захват объект рабочий стол находиться неопределённый положение отношение робот достаточно недорогой оптический датчик kinect выдавать грубый дать изображение
интегрировать управление многопалый рука помощь датчик приближение кончик палец
13317a497f4dc5f62a15dbdc135dd3ea293474df
Улучшают ли многосмысловые встраивания понимание естественного языка?
Изучение отдельного представления для каждого значения двусмысленного слова может привести к созданию более мощных и детализированных моделей представлений в векторном пространстве. Тем не менее, хотя "многозначные" методы были предложены и протестированы на задачах искусственного подобия слов, мы не знаем, улучшают ли они реальные задачи понимания естественного языка. В этой статье мы представляем модель многозначного встраивания, основанную на процессах в китайском ресторане, которая обеспечивает высочайшее качество сопоставления человеческих суждений о сходстве слов, и предлагаем конвейерную архитектуру для включения многозначных встраиваний в языковые системы.-
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изучение отдельный представление каждый значение двусмысленный слово мочь привести создание мощный детализировать модель представление векторный пространство менее хотя многозначный метод предложить протестировать задача искусственный подобие слово знать улучшать реальный задача понимание естественный язык статья представлять модель многозначный встраивание основать процесс китайский ресторан обеспечивать высокий качество сопоставление человеческий суждение сходство слово предлагать конвейерный архитектура включение многозначный встраивания языковой система
улучшать многосмысловой встраивание понимание естественный язык
7ec6b06b0f421b80ca25994c7aa106106c7bfb50
Проектирование и моделирование безмостовых усилительных выпрямителей PFC
В этой работе представлены новые трехуровневые однонаправленные однофазные выпрямители PFC с топологией, хорошо подходящие для применений, ориентированных на высокую эффективность и/или высокую плотность мощности. Представлены характеристики выбранной новой топологии выпрямителя, включая принципы его работы, стратегию модуляции, схему ПИД-регулирования и анализ схемы питания, связанный с проектированием. Наконец, был сконструирован лабораторный прототип на 220 В/3 кВт, который использовался для проверки характеристик нового преобразователя, которые включают в себя удивительно низкие потери при переключении и один повышающий индуктор переменного тока, обеспечивающий максимальную эффективность 98,6% при частоте переключения 140 кГц.
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работа представить новый трехуровневый однонаправить однофазный выпрямитель pfc топология подходящий применение ориентировать высокий эффективность высокий плотность мощность представить характеристика выбрать новый топология выпрямитель включая принцип работа стратегия модуляция схема пид регулирование анализ схема питание связанный проектирование сконструировать лабораторный прототип 220 3 квт использоваться проверка характеристика новый преобразователь включать удивительно низкий потеря переключение повышать индуктор переменный ток обеспечивать максимальный эффективность 98 6 частота переключение 140 кгц
проектирование моделирование безмостовый усилительный выпрямитель pfc
c62ba57869099f20c8bcefd9b38ce5d8b4b3db56
Вычислительные модели доверия и репутации: агенты, эволюционные игры и социальные сети
Многие недавние исследования доверия и репутации проводятся в контексте коммерческой репутации или рейтинговых систем для онлайн-сообществ. Большинство из этих систем были созданы без формальной рейтинговой модели и без учета нашего социологического понимания этих концепций. Сначала мы даем критический обзор состояния исследований в области доверия и репутации. Затем мы предлагаем формальную количественную модель для процесса составления рейтинга. Основываясь на этой модели, мы разработали две схемы персонализированного рейтинга и продемонстрировали их эффективность при определении доверия экспериментально, используя смоделированный набор данных и набор данных о рейтинге фильмов в реальном мире. Наши эксперименты показывают, что популярная глобальная рейтинговая схема, широко используемая в коммерческих электронных сообществах, уступает нашим персонализированным рейтинговым схемам при наличии достаточных оценок среди участников. Затем обсуждается уровень достаточности. По сравнению с другими моделями оценки репутации, мы количественно показываем, что наша система позволяет значительно лучше оценивать репутацию. "Лучше" - это понятие, относящееся к процессу оценки и конкретным играм, как оно определено в этой работе. Во-вторых, мы предлагаем математическую основу для моделирования доверия и репутации, основанную на результатах социальных наук. В частности, в нашей концепции четко подчеркивается важность социальной информации (т.е. косвенных каналов вывода), помогающих участникам социальной сети выбирать, с кем они хотят сотрудничать или избегать общения. Рейтинговые системы, использующие такие косвенные каналы вывода, обязательно персонализированы по своей природе и соответствуют индивидуальному контексту оценки. Наконец, мы расширили рамки нашего доверия и репутации, чтобы решить фундаментальную проблему социальных наук и биологии: эволюцию сотрудничества. Мы показываем, что, предоставляя механизм косвенного вывода для распространения доверия и репутации, сотрудничество между эгоистичными агентами может быть объяснено с помощью ряда теоретико-игровых симуляций. В частности, для этих симуляций, как показано в нашем предложении, было создано больше сообществ сотрудничающих агентов, чем это возможно в существующих схемах. Научный руководитель диссертации: Питер Шоловиц Должность: профессор электротехники и компьютерных наук
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многие недавний исследование доверие репутация проводиться контекст коммерческий репутация рейтинговый система онлайн сообщество большинство система создать формальный рейтинговый модель учёт наш социологический понимание концепция сначала давать критический обзор состояние исследование область доверие репутация затем предлагать формальный количественный модель процесс составление рейтинг основываться модель разработать схема персонализировать рейтинг продемонстрировать эффективность определение доверие экспериментально использовать смоделировать набор данные набор данные рейтинг фильм реальный мир наш эксперимент показывать популярный глобальный рейтинговый схема широко использовать коммерческий электронный сообщество уступать наш персонализировать рейтинговый схема наличие достаточный оценка среди участник затем обсуждаться уровень достаточность сравнение модель оценка репутация количественно показывать наш система позволять значительно хороший оценивать репутация хороший это понятие относиться процесс оценка конкретный игра оно определить работа второй предлагать математический основа моделирование доверие репутация основать результат социальный наука частность наш концепция чётко подчёркиваться важность социальный информация косвенный канал вывод помогать участник социальный сеть выбирать хотеть сотрудничать избегать общение рейтинговый система использовать косвенный канал вывод обязательно персонализировать свой природа соответствовать индивидуальный контекст оценка расширить рамка наш доверие репутация решить фундаментальный проблема социальный наука биология эволюция сотрудничество показывать предоставлять механизм косвенный вывод распространение доверие репутация сотрудничество эгоистичный агент мочь объяснить помощь ряд теоретико игровой симуляция частность симуляция показать наш предложение создать большой сообщество сотрудничать агент это возможно существующий схема научный руководитель диссертация питер шоловица должность профессор электротехника компьютерный наука
вычислительный модель доверие репутация агент эволюционный игра социальный сеть
61df37b2c1f731e2b6bcb1ae2c2b7670b917284c
Результаты полевых испытаний системы управления поверхностью
Исследовательский центр НАСА имени Эймса в сотрудничестве с FAA завершил исследования и разработку системы управления поверхностью (SMS), подтверждающей эффективность концепции. В этом документе представлены результаты двух недавних полевых испытаний SMS, а также окончательный анализ производительности и преимуществ. Полевые испытания и анализ подтверждают вывод о том, что значительная часть технологии SMS готова к передаче FAA и развертыванию в рамках Национальной системы воздушного пространства (NAS). Другие возможности SMS были приняты в качестве концептуальных, но требуют дополнительной доработки для включения в последующие этапы разработки. SMS - это инструмент поддержки принятия решений, который помогает оперативным специалистам служб управления воздушным движением (УВД) и пользователям NAS совместно управлять перемещениями воздушных судов в загруженных аэропортах, тем самым повышая пропускную способность, эффективность и гибкость. SMS–сообщения предоставляют точные прогнозы будущего спроса и того, как этот спрос повлияет на ресурсы аэропорта - информация, которая в настоящее время недоступна. Полученная в результате общая информация позволяет диспетчерскому пункту управления воздушным движением (ATCT), терминальному радарному управлению заходом на посадку (TRACON), Центру управления воздушным движением на маршруте (ARTCC) и авиаперевозчикам координировать решения по управлению воздушным движением. Кроме того, SMS использует свои возможности для прогнозирования будущего спроса на наземном транспорте, чтобы оценивать влияние различных решений по управлению дорожным движением до их реализации, планировать наземные операции и давать рекомендации. Концепция SMS, дисплеи и алгоритмы были оценены в ходе серии полевых испытаний в международном аэропорту Мемфиса (MEM). В ходе эксплуатационного испытания в сентябре 2003 года были оценены компоненты управления SMS-трафиком, такие как планирование изменения конфигурации взлетно-посадочной полосы; в ходе теневого тестирования в январе 2004 года были протестированы тактические компоненты (например, согласование запроса на одобрение (APREQ), последовательность отправления и ожидаемое время получения разрешения на вылет (EDCT)). Участники этих оценок очень положительно оценили концепцию SMS и многие дисплеи для управления дорожным движением. Дисплеи местных и наземных диспетчеров потребуют интеграции с другими системами автоматизации. Отзывы пользователей FAA и NAS подтверждают вывод о том, что алгоритмы SMS в настоящее время предоставляют информацию с приемлемой точностью для приложений управления дорожным движением. Результаты анализа производительности подтверждают текущую точность алгоритмов SMS. Анализ преимуществ/затрат по снижению затрат на задержку благодаря SMS дает экономическое обоснование для внедрения SMS.
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исследовательский центр наса имя эймс сотрудничество faa завершить исследование разработка система управление поверхность sms подтверждать эффективность концепция это документ представить результат недавний полевой испытание sms также окончательный анализ производительность преимущество полевой испытание анализ подтверждать вывод значительный часть технология sms готовый передача faa развёртывание рамка национальный система воздушный пространство nas возможность sms принять качество концептуальный требовать дополнительный доработка включение последующий этап разработка sms это инструмент поддержка принятие решение помогать оперативный специалист служба управление воздушный движение увд пользователь nas совместно управлять перемещение воздушный судно загрузить аэропорт самый повышать пропускной способность эффективность гибкость sms сообщение предоставлять точный прогноз будущее спрос спрос повлиять ресурс аэропорт информация настоящий время недоступный получить результат общий информация позволять диспетчерский пункт управление воздушный движение atct терминальный радарный управление заход посадка tracon центр управление воздушный движение маршрут artcc авиаперевозчик координировать решение управление воздушный движение кроме sms использовать свой возможность прогнозирование будущее спрос наземный транспорт оценивать влияние различный решение управление дорожный движение реализация планировать наземный операция давать рекомендация концепция sms дисплей алгоритм оценить ход серия полевой испытание международный аэропорт мемфис mem ход эксплуатационный испытание сентябрь 2003 год оценить компонент управление sms трафик планирование изменение конфигурация взлётный посадочный полоса ход теневой тестирование январь 2004 год протестировать тактический компонент например согласование запрос одобрение apreq последовательность отправление ожидать время получение разрешение вылет edct участник оценка очень положительно оценить концепция sms многие дисплей управление дорожный движение дисплей местный наземный диспетчер потребовать интеграция система автоматизация отзыв пользователь faa nas подтверждать вывод алгоритм sms настоящий время предоставлять информация приемлемый точность приложение управление дорожный движение результат анализ производительность подтверждать текущий точность алгоритм sms анализ преимущество затрата снижение затрата задержка благодаря sms давать экономический обоснование внедрение sms
результат полевой испытание система управление поверхность
dcff311940942dcf81db5073e551a87e1710e52a
Распознавание злонамеренных намерений в процессе обнаружения вторжений
Как правило, злоумышленник должен совершить несколько действий, организованных в рамках инсценировки вторжения, для достижения своей или нецелесообразной цели.Мы предполагаем, что вторжение может быть смоделировано в процессе планирования и мы предполагаем, что злонамеренный объект является попыткой нарушить данное требование безопасности. Затем мы предлагаем расширить определение взаимосвязи атак, представленное в [CM02], чтобы соотнести атаки с целями вторжения - это понятие полезно для определения того, может ли последовательность взаимосвязанных действий привести к нарушению требований безопасности.Такой подход обеспечивает администратору безопасности глобальное представление о том, что происходит в системе.В частности, он контролирует ненаблюдаемые действия в течение гипотетического поколения, кластеры повторяющихся действий в рамках одного сценария, распознает злоумышленников, которые меняют свои цели вторжения, и эффективен для обнаружения изменений сценария вторжения.Этот подход может быть использован для устранения категории ложных срабатываний, которые соответствуют ложным атакам, то есть действиям, которые в дальнейшем не связаны с целью вторжения.
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правило злоумышленник должный совершить несколько действие организовать рамка инсценировка вторжение достижение свой нецелесообразный цель предполагать вторжение мочь смоделировать процесс планирование предполагать злонамеренный объект являться попытка нарушить данный требование безопасность затем предлагать расширить определение взаимосвязь атака представить cm02 соотнести атака цель вторжение это понятие полезно определение мочь последовательность взаимосвязанный действие привести нарушение требование безопасность подход обеспечивать администратор безопасность глобальный представление происходить система частность контролировать ненаблюдаемый действие течение гипотетический поколение кластер повторяться действие рамка сценарий распознать злоумышленник менять свой цель вторжение эффективный обнаружение изменение сценарий вторжение подход мочь использовать устранение категория ложный срабатывание соответствовать ложный атака действие дальнейший связать цель вторжение
распознавание злонамеренный намерение процесс обнаружение вторжение
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Реконфигурируемая радиочастотная MEMS-фазированная антенная решетка, встроенная в систему из жидкокристаллического полимера (LCP) в комплекте поставки
Впервые на частоте выше 10 ГГц демонстрируется полностью интегрированная фазированная антенная решетка с переключателями радиочастотных микроэлектромеханических систем (RF MEMS) на гибкой органической подложке. Малошумящий усилитель (LNA), фазовращатель MEMS и патч-антенная решетка 2 ×2 интегрированы в систему в комплекте (SOP) на жидкокристаллической полимерной подложке. Сравниваются две антенные решетки; одна из них реализована с использованием однослойной SOP, а вторая - с многослойной SOP. Обе реализации имеют низкие потери и обеспечивают отклонение луча на 12 градусов. Расчетная частота составляет 14 ГГц, а измеренные потери в обратном направлении превышают 12 дБ для обоих вариантов реализации. Использование LNA обеспечивает значительно более высокий уровень излучаемой мощности. Эти антенны могут быть настроены практически под любой размер, частоту и производительность. Это исследование способствует созданию самых современных устройств для органического SOP.
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впервые частота выше 10 ггц демонстрироваться полностью интегрировать фазировать антенный решётка переключатель радиочастотный микроэлектромеханический система rf mems гибкий органический подложка малошумящий усилитель lna фазовращатель mems патч антенный решётка 2 2 интегрировать система комплект sop жидкокристаллический полимерный подложка сравниваться антенный решётка реализовать использование однослойной sop второй многослойный sop оба реализация иметь низкий потеря обеспечивать отклонение луч 12 градус расчётный частота составлять 14 ггц измерить потеря обратный направление превышать 12 дб оба вариант реализация использование lna обеспечивать значительно высокий уровень излучать мощность антенна мочь настроить практически любой размер частота производительность это исследование способствовать создание самый современный устройство органический sop
реконфигурировать радиочастотный mems фазировать антенный решётка встроить система жидкокристаллический полимер lcp комплект поставка
3aa41f8fdb6a4523e2cd95365bb6c7499ad29708
iCanTrace : Персонализация аватара с помощью селфи-эскизов
В этой статье представлена новая система, которая позволяет пользователям создавать персонализированные мультяшные аватары с помощью интерфейса для создания эскизов. Развитие социальных сетей и персонализированных игр привело к необходимости создания персонализированных виртуальных образов. Аватары, самостоятельно созданные и адаптированные изображения для представления самого себя, стали распространенным средством самовыражения в этих новых медиа. Платформы для создания аватаров сталкиваются с проблемой предоставления пользователю значительного контроля над созданием аватара, а также с проблемой предоставления пользователю слишком большого выбора вариантов настройки аватара. В этой статье демонстрируется система настройки аватара на основе эскизов и ее потенциал для упрощения процесса создания аватара. Автор
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статья представить новый система позволять пользователь создавать персонализировать мультяшный аватар помощь интерфейс создание эскиз развитие социальный сеть персонализировать игра привести необходимость создание персонализировать виртуальный образ аватар самостоятельно создать адаптировать изображение представление стать распространить средство самовыражение новый медиа платформа создание аватар сталкиваться проблема предоставление пользователь значительный контроль создание аватар также проблема предоставление пользователь слишком большой выбор вариант настройка аватар статья демонстрироваться система настройка аватар основа эскиз потенциал упрощение процесс создание аватар автор
icantrace персонализация аватар помощь селфи эскиз
ba02b6125ba47ff3629f1d09d1bada28169c2b32
Обучение синтаксису с помощью отвлечения внимания от соперничества
Существующие наборы данных о следствиях в основном создают проблемы, на которые можно ответить, не обращая внимания на грамматику или порядок слов. Изучение синтаксиса требует сравнения примеров, в которых разные грамматические правила и порядок слов изменяют желаемую классификацию. Мы представляем несколько наборов данных, основанных на синтетических преобразованиях примеров естественного следования в SNLI или FEVER, для изучения аспектов грамматики и порядка слов. Мы показываем, что без переподготовки популярные модели следования не осознают, что эти синтаксические различия меняют смысл. После переподготовки некоторые, но не все популярные модели логического вывода могут научиться правильно сравнивать синтаксис.
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существующий набор данные следствие основное создавать проблема ответить обращать внимание грамматика порядок слово изучение синтаксис требовать сравнение пример разный грамматический правило порядок слово изменять желаемый классификация представлять несколько набор данные основать синтетический преобразование пример естественный следование snli fever изучение аспект грамматика порядок слово показывать переподготовка популярный модель следование осознавать синтаксический различие менять смысл переподготовка некоторый всё популярный модель логический вывод мочь научиться правильно сравнивать синтаксис
обучение синтаксис помощь отвлечение внимание соперничество
cb25c33ba56db92b7da4d5080f73fba07cb914a3
Сервопривод для быстрого изгиба инструмента с большим ходом и новым усилителем перемещения
По мере стремительного развития науки и техники поверхностные оптические компоненты произвольной формы стали играть важную роль в космических полетах, авиации, национальной обороне и других областях техники. В то время как технология fast tool servo (FTS) является наиболее перспективным методом обработки оптических компонентов с произвольной формой поверхности. Однако недостатки устройства fast tool servo с коротким ходом ограничивают разработку оптических компонентов с произвольной формой поверхности. Для решения этой проблемы в данной статье предлагается новое гибкое устройство FTS с большим рабочим ходом. Моделирование механизмов и оптимальные конструкции выполняются с использованием теории матриц соответствия, теории псевдожесткого тела и алгоритма оптимизации роя частиц (PSO), соответственно. Работоспособность механизма устройства FTS с большим ходом проверяется методом конечно-элементного анализа (FEA). Для этого исследования использовался пьезоэлектрический (PZT) привод P-840.60, который может перемещаться до 90 мкм при разомкнутом контуре управления. Результаты эксперимента показывают, что максимальное выходное смещение может достигать 258,3 мкм, а полоса пропускания может достигать около 316,84 Гц. Как теоретический анализ, так и результаты испытаний прототипа подтверждают, что представленное устройство FTS может удовлетворить требованиям реальной обработки микроструктуры.
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мера стремительный развитие наука техника поверхностный оптический компонент произвольный форма стать играть важный роль космический полёт авиация национальный оборона область техника время технология fast tool servo fts являться наиболее перспективный метод обработка оптический компонент произвольный форма поверхность однако недостаток устройство fast tool servo короткий ход ограничивать разработка оптический компонент произвольный форма поверхность решение проблема дать статья предлагаться новый гибкий устройство fts больший рабочий ход моделирование механизм оптимальный конструкция выполняться использование теория матрица соответствие теория псевдожёсткий тело алгоритм оптимизация рой частица pso соответственно работоспособность механизм устройство fts больший ход проверяться метод элементный анализ fea это исследование использоваться пьезоэлектрический pzt привод p 840 60 мочь перемещаться 90 мкм разомкнуть контур управление результат эксперимент показывать максимальный выходной смещение мочь достигать 258 3 мкм полоса пропускание мочь достигать около 316 84 гц теоретический анализ результат испытание прототип подтверждать представить устройство fts мочь удовлетворить требование реальный обработка микроструктура
сервопривод быстрый изгиб инструмент больший ход новый усилитель перемещение
3d4bae33c2ccc0a6597f80e27cbeed64990b95bd
Практика осознанности приводит к увеличению плотности серого вещества головного мозга
Терапевтические вмешательства, включающие обучение медитации осознанности, становятся все более популярными, но на сегодняшний день мало что известно о нейронных механизмах, связанных с этими вмешательствами. Сообщается, что основанная на осознанности программа снижения стресса (MBSR), одна из наиболее широко используемых программ обучения осознанности, оказывает положительное влияние на психологическое благополучие и уменьшает симптомы ряда расстройств. Здесь мы сообщаем о контролируемом лонгитюдном исследовании, в ходе которого изучались изменения концентрации серого вещества головного мозга, связанные с участием в программе MBSR. Анатомические магнитно-резонансные изображения (МРТ) 16 здоровых участников, не склонных к медитации, были получены до и после прохождения ими 8-недельной программы. Изменения концентрации серого вещества были исследованы с помощью воксельной морфометрии и сравнены с контрольной группой из 17 человек, находившихся в списке ожидания. Анализы в областях, представляющих интерес, подтвердили увеличение концентрации серого вещества в левом гиппокампе. Анализы всего мозга выявили увеличение в задней поясной коре, височно-теменном соединении и мозжечке в группе MBSR по сравнению с контрольной группой. Результаты показывают, что участие в MBSR связано с изменениями концентрации серого вещества в областях мозга, участвующих в процессах обучения и запоминания, регуляции эмоций, обработке самореференции и восприятии перспективы.
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терапевтический вмешательство включать обучение медитация осознанность становиться всё популярный сегодняшний день мало известно нейронный механизм связанный вмешательство сообщаться основать осознанность программа снижение стресс mbsr наиболее широко использовать программа обучение осознанность оказывать положительный влияние психологический благополучие уменьшать симптом ряд расстройство сообщать контролировать лонгитюдный исследование ход изучаться изменение концентрация серый вещество головной мозг связанный участие программа mbsr анатомический магнитный резонансный изображение мрт 16 здоровый участник склонный медитация получить прохождение 8 недельный программа изменение концентрация серый вещество исследовать помощь воксельный морфометрия сравнять контрольный группа 17 человек находиться список ожидание анализ область представлять интерес подтвердить увеличение концентрация серый вещество левый гиппокамп анализ весь мозг выявить увеличение задний поясной кора височный теменной соединение мозжечок группа mbsr сравнение контрольный группа результат показывать участие mbsr связать изменение концентрация серый вещество область мозг участвовать процесс обучение запоминание регуляция эмоция обработка самореференция восприятие перспектива
практика осознанность приводить увеличение плотность серый вещество головной мозг
217af49622a4e51b6d1b9b6c75726eaf1355a903
Анимация изображений со стохастическими движущимися текстурами
В этой статье мы исследуем проблему улучшения качества неподвижных изображений с помощью тонко анимированных движений. Мы ограничиваем нашу область сценами, содержащими пассивные элементы, которые определенным образом реагируют на природные воздействия. Мы используем полуавтоматический подход, при котором пользователь-человек разбивает сцену на несколько слоев для индивидуальной анимации. Затем автоматически синтезируется "текстура стохастического движения" с использованием спектрального метода, то есть обратного преобразования Фурье отфильтрованного спектра шума. Движущаяся текстура представляет собой изменяющуюся во времени 2D-карту смещения, которая применяется к каждому слою. Полученные деформированные слои затем перекомпоновываются для формирования анимированных кадров. В результате получается циклическая текстура видео, созданная из одного неподвижного изображения, преимущества которой заключаются в том, что она более управляемая и, как правило, имеет более высокое качество изображения и разрешение, чем текстура видео, созданная из видеоисточника. Мы демонстрируем эту технику на различных фотографиях и картинах.
{ "authors": [ "37761361", "1976171", "39763785", "1810052", "1745260", "1717841" ], "year": 2005, "cited_by": [], "references": [ "15c882f433523d5939674ee877f42daec0199bed", "a0c36501e4d80e769c35d54795df3636feebaac8", "0493b4278668713626c27280e49ea7250b66ebc0", "111dd527f4bd8bba036e6bd9ae77b1c2ca622e54", "207951c6eb773c4c612811b8f4faf44d4053ab18", "399e146b76e5bc3049b6a56e69ce75044faf11ee", "1262f79954322a193489228da883af8503e70708", "02e1b5eaf0eb3a2710dc4a6a4b6e18c926ff578d", "69a28cf71d454b06eed2aed3c7a48114ea969455", "073890da9eae5073390424fafae437b3ea2d109f" ] }
статья исследовать проблема улучшение качество неподвижный изображение помощь тонко анимировать движение ограничивать наш область сцена содержать пассивный элемент определённый образ реагировать природный воздействие использовать полуавтоматический подход пользователь человек разбивать сцена несколько слой индивидуальный анимация затем автоматически синтезироваться текстура стохастический движение использование спектральный метод обратный преобразование фурье отфильтровать спектр шум двигаться текстура представлять изменяться время 2d карта смещение применяться каждый слоить получить деформировать слой затем перекомпоновываться формирование анимировать кадр результат получаться циклический текстура видео создать неподвижный изображение преимущество заключаться управляемый правило иметь высокий качество изображение разрешение текстура видео создать видеоисточник демонстрировать техника различный фотография картина
анимация изображение стохастический двигаться текстура
10d79507f0f2e2d2968bf3a962e1daffc8bd44f0
Моделирование статистических характеристик времени и угла прихода сигнала для многолучевого канала в помещении
Большинство ранее предложенных статистических моделей для многолучевого канала в помещении включают только характеристики времени прибытия. Однако для использования статистических моделей при моделировании или анализе производительности систем, использующих комбинацию пространственного разнесения, также требуется информация о статистике угла прибытия. В идеале было бы желательно обеспечить полную занятость канала. В этой статье описывается система, которая использовалась для одновременного сбора данных о времени и угле прибытия на частоте 7 ГГц. Описаны методы обработки данных и представлены результаты, полученные на основе данных, полученных в двух разных зданиях. На основе полученных результатов предложена модель, использующая кластеризованную модель "двойного Пуассона" для определения времени прибытия, предложенную Салехом и Валенсуэлой (1987). Наблюдаемое угловое распределение также сгруппировано с равномерно распределенными кластерами и прибытиями внутри кластеров, которые имеют лапласианское распределение.
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большинство ранее предложить статистический модель многолучевой канал помещение включать характеристика время прибытие однако использование статистический модель моделирование анализ производительность система использовать комбинация пространственный разнесение также требоваться информация статистика угол прибытие идеал желательно обеспечить полный занятость канал статья описываться система использоваться одновременный сбор данные время угол прибытие частота 7 ггц описать метод обработка данные представить результат получить основа данные получить разный здание основа получить результат предложить модель использовать кластеризовать модель двойной пуассон определение время прибытие предложить салех валенсуэла 1987 наблюдать угловой распределение также сгруппировать равномерно распределённый кластер прибытие внутри кластер иметь лапласианский распределение
моделирование статистический характеристика время угол приход сигнал многолучевой канал помещение
d00ef607a10e5be00a9e05504ab9771c0b05d4ea
Анализ и сравнение IGBT-модулей серии Fast Turn-On и коммерческих IGBT-модулей, рассчитанных на высокое напряжение
В продаже имеются твердотельные переключатели, рассчитанные на высокое напряжение, такие как биполярные транзисторы с изолированным затвором (IGBT) напряжением до 6,5 кВ. Такие значения напряжения являются привлекательными для импульсных источников питания и высоковольтных импульсных преобразователей. Однако с увеличением номинального напряжения IGBT скорость нарастания и спада тока, как правило, снижается. Этого компромисса трудно избежать, поскольку IGBT должны поддерживать низкое сопротивление в эпитаксиальном слое или слое области дрейфа. Для высоковольтных IGBT с большими областями дрейфа, поддерживающими обратное напряжение, при включении подается требуемая высокая концентрация носителей заряда, а при выключении удаляется, что снижает скорость переключения. Одним из вариантов более быстрого переключения является последовательное подключение нескольких IGBT с более низким напряжением. Был экспериментально протестирован прототип стека IGBT с шестью последовательными IGBT-модулями напряжением 1200 В. Блок IGBT шести серий состоит из отдельных, оптически изолированных приводов затвора и алюминиевых охлаждающих пластин для принудительного воздушного охлаждения, что обеспечивает компактность корпуса. Каждый IGBT защищен от перенапряжения с помощью устройств подавления переходного напряжения. Время нарастания тока включения IGBT-блока из шести последовательностей и одного IGBT-блока напряжением 6,5 кВ было экспериментально измерено в цепи разряда конденсатора с импульсной резистивной нагрузкой. Кроме того, было проведено сравнение IGBT-стека с двумя последовательно подключенными IGBT-модулями, каждый из которых рассчитан на напряжение 3,3 кВ, при использовании схемы усиления, переключающейся на частоте 9 кГц и выдающей выходную мощность 5 кВ. Использование IGBT-чипов шестой серии обеспечивает улучшенную скорость переключения при включении и значительно более высокую эффективность преобразователя с повышением мощности за счет уменьшения потери тока при выключении. Параметры экспериментальных испытаний и результаты сравнительных испытаний обсуждаются в следующей статье
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продажа иметься твердотельный переключатель рассчитать высокий напряжение биполярный транзистор изолировать затвор igbt напряжение 6 5 кв значение напряжение являться привлекательный импульсный источник питание высоковольтный импульсный преобразователь однако увеличение номинальный напряжение igbt скорость нарастание спад ток правило снижаться это компромисс трудно избежать поскольку igbt должный поддерживать низкий сопротивление эпитаксиальный слой слой область дрейф высоковольтный igbt больший область дрейф поддерживать обратный напряжение включение подаваться требовать высокий концентрация носитель заряд выключение удаляться снижать скорость переключение вариант быстрый переключение являться последовательный подключение несколько igbt низкий напряжение экспериментально протестировать прототип стек igbt шесть последовательный igbt модуль напряжение 1200 блок igbt шесть серия состоять отдельный оптически изолировать привод затвор алюминиевый охлаждать пластина принудительный воздушный охлаждение обеспечивать компактность корпус каждый igbt защитить перенапряжение помощь устройство подавление переходный напряжение время нарастание ток включение igbt блок шесть последовательность igbt блок напряжение 6 5 кв экспериментально измерить цепь разряд конденсатор импульсный резистивный нагрузка кроме провести сравнение igbt стек последовательно подключить igbt модуль каждый рассчитать напряжение 3 3 кв использование схема усиление переключаться частота 9 кгц выдавать выходной мощность 5 кв использование igbt чип шестой серия обеспечивать улучшить скорость переключение включение значительно высокий эффективность преобразователь повышение мощность счёт уменьшение потеря ток выключение параметр экспериментальный испытание результат сравнительный испытание обсуждаться следующий статья
анализ сравнение igbt модуль серия fast turn on коммерческий igbt модуль рассчитать высокий напряжение
b63a60e666c4c0335d8de4581eaaa3f71e8e0e54
Управление напряжением на шине постоянного тока на основе нелинейных помех для гибридной микросети переменного/постоянного тока
Регулирование напряжения на шине постоянного тока является важной задачей в работе микросетевых систем постоянного тока или гибридных систем переменного/постоянного тока. Для улучшения динамики регулирования напряжения на шине постоянного тока традиционными подходами являются измерение и передача мощности нагрузки или источника питания в схему управления шиной постоянного тока. Однако в микросетевой системе с распределенными источниками постоянного тока и нагрузками традиционные методы, основанные на прямой связи, требуют дистанционного измерения с использованием средств связи. В этой статье предлагается система управления напряжением на шине постоянного тока на основе системы наблюдения за нелинейными помехами (NDO), которая не требует дистанционного измерения и обеспечивает важную функцию “подключи и работай”. На основе этого наблюдения была разработана новая схема управления напряжением на шине постоянного тока для подавления кратковременных колебаний напряжения на шине постоянного тока и улучшения качества электроснабжения в такой микросетевой системе. В этой статье приведены подробные сведения о конструкции наблюдателя, контроллера шины постоянного тока и компенсации времени простоя с широтно-импульсной модуляцией (ШИМ). Также учитывается влияние возможного изменения емкости шины постоянного тока. Эффективность предложенной стратегии управления была успешно проверена на гибридной микросети мощностью 30 кВА, включающей шины переменного/постоянного тока, аккумуляторную систему накопления энергии и фотоэлектрическую систему выработки электроэнергии.
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регулирование напряжение шина постоянный ток являться важный задача работа микросетевой система постоянный ток гибридный система переменный постоянный ток улучшение динамика регулирование напряжение шина постоянный ток традиционный подход являться измерение передача мощность нагрузка источник питание схема управление шина постоянный ток однако микросетевой система распределённый источник постоянный ток нагрузка традиционный метод основать прямой связь требовать дистанционный измерение использование средство связь статья предлагаться система управление напряжение шина постоянный ток основа система наблюдение нелинейный помеха ndo требовать дистанционный измерение обеспечивать важный функция подключить работать основа это наблюдение разработать новый схема управление напряжение шина постоянный ток подавление кратковременный колебание напряжение шина постоянный ток улучшение качество электроснабжение микросетевой система статья привести подробный сведение конструкция наблюдатель контроллер шина постоянный ток компенсация время простой широтный импульсный модуляция шим также учитываться влияние возможный изменение ёмкость шина постоянный ток эффективность предложить стратегия управление успешно проверить гибридный микросеть мощность 30 ква включать шина переменный постоянный ток аккумуляторный система накопление энергия фотоэлектрический система выработка электроэнергия
управление напряжение шина постоянный ток основа нелинейный помеха гибридный микросеть переменный постоянный ток