书目名称 | Technologies for Constructing Intelligent Systems 1 | 副标题 | Tasks | 编辑 | Bernadette Bouchon-Meunier,Julio Gutiérrez-Ríos,Ro | 视频video | | 概述 | General view of tools and domains regarding the management of uncertainty in knowledge-based and intelligent systems.Includes supplementary material: | 丛书名称 | Studies in Fuzziness and Soft Computing | 图书封面 |  | 描述 | Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book deals with the theory behind the 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 linguistic nature. Various methodologies for these cases are discussed, among which are probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks. One purpose of the book is to consider how these methods can be used cooperatively. Topics included 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. | 出版日期 | Book 2002 | 关键词 | Bayesian network; artificial intelligence; case-based reasoning; classification; decision theory; fuzzy; f | 版次 | 1 | doi | https://doi.org/10.1007/978-3-7908-1797-3 | isbn_softcover | 978-3-662-00329-9 | isbn_ebook | 978-3-7908-1797-3Series ISSN 1434-9922 Series E-ISSN 1860-0808 | issn_series | 1434-9922 | copyright | Springer-Verlag Berlin Heidelberg 2002 |
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