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 Interactive Data Mining The thesis is based on an assumption that the effectiveness of data mining systems depends crucially on semantics information about data and different
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Interactive Data Mining

издательство Книга по Требованию Локальные и корпоративные сети
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Аннотация:The thesis is based on an assumption that the effectiveness of data mining systems depends crucially on semantics information about data and different user requirements. Based on the conceptual framework, a prototype of Interactive Classification System (ICS) has been implemented. The separation of the three layers leads to many new insights into data mining. Within the framework, user perceptions and requirements are studied formally at the philosophical, technique and the application layers. A user-oriented three-layered conceptual model is proposed. The thesis is well-balanced between theoretical investigation and experimental evaluations. Interactive systems fully explore the power of human intuition, creativity, heuristics and strategies with supports from computers. In contrast to many data mining models that concentrate on automation and efficiency, interactive data mining systems focus on adaptive and effective communication between human users and computer systems. Yan Zhao's Ph. D. dissertation, entitled 'Interactive Data Mining' provides a conceptual framework and a systematic study of human-computer interactions and collaborations for effective data mining.
Издательство: Книга по Требованию
Год:2008
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2415 руб
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Поиск: Interactive Data Mining
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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