教師資料查詢 | 類別: 會議論文 | 教師: 蘇木春 SU MU-CHUN (瀏覽個人網頁)

標題:A neural networks based approach to knowledge aquistion and expert systems
學年82
學期1
發表日期1993/10/17
作品名稱A neural networks based approach to knowledge aquistion and expert systems
作品名稱(其他語言)
著者DeClaris, Nicholas; 蘇木春; Su, Mu-chun
作品所屬單位淡江大學電機工程學系
出版者Institute of Electrical and Electronics Engineers (IEEE)
會議名稱Systems, Man and Cybernetics, 1993. 'Systems Engineering in the Service of Humans', Conference Proceedings., International Conference on
會議地點Le Touquet, France
摘要Often a major difficulty in the design of expert systems is the process of acquiring the requisite knowledge in the form of production rules. This paper presents a novel class of neural networks which are trained in such a way that they provide an appealing solution to the problem of knowledge acquisition. The value of the network parameters, after sufficient training, are then utilized to generate production rules on the basis of preselected meaningful coordinates. Further, the paper provides a mathematical framework for achieving reasonable generalization properties via an appropriate training algorithm (supervised decision-directed learning) with a structure that provides acceptable knowledge representations of the data, The concepts and methods presented in the paper are illustrated through one practical example from medical diagnosis.
關鍵字
語言英文
收錄於
會議性質國際
校內研討會地點
研討會時間19931017~19931020
通訊作者
國別法國
公開徵稿
出版型式紙本
出處Systems, Man and Cybernetics, 1993. 'Systems Engineering in the Service of Humans', Conference Proceedings., International Conference on (Volume:2 ), pp.645-650
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