| 书目名称 | Frontiers of Expert Systems | | 副标题 | Reasoning with Limit | | 编辑 | Chilukuri Krishna Mohan | | 视频video | | | 丛书名称 | The Springer International Series in Engineering and Computer Science | | 图书封面 |  | | 描述 | The development of modern knowledge-based systems, forapplications ranging from medicine to finance, necessitates going wellbeyond traditional rule-based programming. .Frontiers of ExpertSystems:. .Reasoning with Limited Knowledge. attempts to satisfysuch a need, introducing exciting and recent advances at the frontiersof the field of expert systems. .Beginning with the central topics of logic, uncertainty and rule-basedreasoning, each chapter in the book presents a different perspectiveon how we may solve problems that arise due to limitations in theknowledge of an expert system‘s reasoner. .Successive chapters address (i) the fundamentals of knowledge-basedsystems, (ii) formal inference, and reasoning about models of achanging and partially known world, (iii) uncertainty andprobabilistic methods, (iv) the expression of knowledge in rule-basedsystems, (v) evolving representations of knowledge as a systeminteracts with the environment, (vi) applying connectionist learningalgorithms to improve on knowledge acquired from experts, (vii)reasoning with cases organized in indexed hierarchies, (viii) theprocess of acquiring and inductively learning knowledge, (ix)extraction of knowledge n | | 出版日期 | Book 2000 | | 关键词 | Text; algorithms; data mining; expert system; knowledge base; knowledge-based system; knowledge-based syst | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4615-4509-5 | | isbn_softcover | 978-1-4613-7033-8 | | isbn_ebook | 978-1-4615-4509-5Series ISSN 0893-3405 | | issn_series | 0893-3405 | | copyright | Springer Science+Business Media New York 2000 |
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发表于 2025-3-21 19:34:23
