Uncertainty and Intelligent Systems

Uncertainty and Intelligent Systems
Author :
Publisher : Springer Science & Business Media
Total Pages : 420
Release :
ISBN-10 : 3540194029
ISBN-13 : 9783540194026
Rating : 4/5 (29 Downloads)

Book Synopsis Uncertainty and Intelligent Systems by : Bernadette Bouchon

Download or read book Uncertainty and Intelligent Systems written by Bernadette Bouchon and published by Springer Science & Business Media. This book was released on 1988-06-08 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the papers presented at the 2nd IPMU Conference, held in Urbino (Italy), on July 4-7, 1988. The theme of the conference, Management of Uncertainty and Approximate Reasoning, is at the heart of many knowledge-based systems and a number of approaches have been developed for representing these types of information. The proceedings of the conference provide, on one hand, the opportunity for researchers to have a comprehensive view of recent results and, on the other, bring to the attention of a broader community the potential impact of developments in this area for future generation knowledge-based systems. The main topics are the following: frameworks for knowledge-based systems: representation scheme, neural networks, parallel reasoning schemes; reasoning techniques under uncertainty: non-monotonic and default reasoning, evidence theory, fuzzy sets, possibility theory, Bayesian inference, approximate reasoning; information theoretical approaches; knowledge acquisition and automated learning.


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