Uncertainty and Intelligent Systems

2nd International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems IPMU '88. Urbino, Italy, July 4-7, 1988. Proceedings

409 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Lecture Notes in Computer Science
• ISBN: 9783540194026
• Sprache: Englisch
• Erscheinungsdatum: 08.06.1988
• Genre: Informatik, EDV/Informatik
• Verlag: Springer Berlin
• Herausgegeben von: Bernadette Bouchon, Lorenza Saitta, Ronald R. Yager