Uncertainty and Intelligent Systems (Lecture Notes in Computer Science) - Softcover

Bernadette Bouchon-Meunier

Softcover

ISBN 10: 0387194029 ISBN 13: 9780387194028

Publisher: Springer-Verlag, 1988

Synopsis

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.

Edition details

• Publisher: Springer-Verlag
• Publication date: 1988
• Language: English
• ISBN 10: 0387194029
• ISBN 13: 9780387194028
• Binding: Paperback