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Books > Computing & IT > Applications of computing > Artificial intelligence
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Uncertainty in Knowledge Bases - 3rd International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU'90, Paris, France, July 2 - 6, 1990. Proceedings (Paperback, 1991 ed.)
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Uncertainty in Knowledge Bases - 3rd International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU'90, Paris, France, July 2 - 6, 1990. Proceedings (Paperback, 1991 ed.)
Series: Lecture Notes in Computer Science, 521
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The management and processing of uncertain information has shown
itself to be a crucial issue in the development of intelligent
systems, beginning withits appearance in the such systems as Mycin
and Prospector. The papers in this volume reflect the current range
of interests or researchers in thefield. Currently, the major
approaches to uncertainty include fuzzy set theory, probabilistic
methods, mathematical theory of evidence, non-standardlogics such
as default reasoning, and possibility theory. The initial part of
the volume is devoted to papers dealing with the foundations of
these approaches, where recent attempts have been made to develop
systems combining multiple approaches. A significant part of the
book looks at the management of uncertainty in a number of the
paradigmatic domainsof intelligent systems such as expert systems,
decision making, databases, image processing, and reasoning
networks. The papers are extended versions of presentations at the
third international conference on information processing and
management of uncertainty in knowledge-based systems. The
proceedings of the two preceding IPMU conferences appear as LNCS
286 and LNCS 313.
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