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Uncertainty and Intelligent Information Systems
Ronald R. Yager
出版World Scientific, 2008
主題Computers / Artificial Intelligence / GeneralComputers / Artificial Intelligence / Expert Systems
ISBN981279235X9789812792358
URLhttp://books.google.com.hk/books?id=5EW13_d-KxUC&hl=&source=gbs_api
EBookSAMPLE
註釋Intelligent systems are necessary to handle modern computer-based technologies managing information and knowledge. This book discusses the theories required to help provide solutions to difficult problems in the construction of intelligent systems. Particular attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of a linguistic nature. The main aspects of clustering, classification, summarization, decision making and systems modeling are also addressed. Topics covered in the book include fundamental issues in uncertainty, the rapidly emerging discipline of information aggregation, neural networks, Bayesian networks and other network methods, as well as logic-based systems.