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 A Domain-Independent Framework for Intelligent Recommendations. Design, Application and Evaluation of a Hybrid Machine Learning Framework using Case Studies within varied Domains
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A Domain-Independent Framework for Intelligent Recommendations. Design, Application and Evaluation of a Hybrid Machine Learning Framework using Case Studies within varied Domains

автор Joern D. издательство Книга по Требованию Локальные и корпоративные сети
Cтраниц 340        мягкая обложка       
Аннотация:The hybrid and domain-independent framework developed in this dissertation called SymboConn is based on a recurrent neural network and provides a high generalization capability, flexibility, and robustness. Intelligent recommendations help users to cope with the steadily growing information overload within the internet or when using information systems at their place of work, for instance. Recommender systems assist the user in decision- making processes and automate information processing steps like the classification of artifacts. We demonstrate its applicability by case studies in navigation recommendation, design pattern discovery, change impact analysis as well as time series prediction. As an example, the recommendation techniques collaborative filtering and content-based filtering are mainly applied in the areas of e-Commerce and web navigation to recommend potentially relevant articles or websites. Recommender systems are either based on machine learning functions such as clustering, classification, and prediction or they are realized by symbolic methods like association rule mining, that is, by rule-based mechanisms in general.
Автор: Joern D.
Издательство: Книга по Требованию
Год:2010
Цена:
3986 руб
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Поиск: A Domain-Independent Framework for Intelligent Recommendations. Design, Application and Evaluation of a Hybrid Machine Learning Framework using Case Studies within varied Domains
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
Ортомолекулярная медицина Orthomol Устрание причин заболеваний. Ортомоль это новый метод для лечения и профилактики болезней. Orthomol - ортомолекулярная медицина.
Использование интегрированных в язык запросов (linq) при обработке массива данных в microsoft visual...

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