Intelligent systems for information processing - From representation to applications

Bernadette Bouchon-Meunier, Laurent Foulloy, Ronald R. Yager

488 pages, parution le 26/11/2003

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Résumé

Intelligent systems are required to enhance the capacities being made available to us by the internet and other computer based technologies. The theory necessary to help providing solutions to difficult problems in the construction of intelligent systems are discussed. In particular, attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of a linguistic nature. Various methodologies to manage such information are discussed. Among these are the probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks.

One purpose of the book is not to consider these methodologies separately, but rather to consider how they can be used cooperatively to better represent the multiplicity of modes of information. Topics in the book include representation of imperfect knowledge, fundamental issues in uncertainty, reasoning, information retrieval, learning and mining, as well as various applications.

Key Features:

Tools for construction of intelligent systems
Contributions by world leading experts
Fundamental issues and applications
New technologies for web searching
Methods for modeling uncertain information
Future directions in web technologies
Transversal to methods and domains

Perception-based Information Processing
Representing Knowledge
Retrieving Information
Reasoning
Uncertainty
Learning and Mining
Foundations
Applications
Author index

L'auteur - Bernadette Bouchon-Meunier

Directeur de recherche au CNRS, Bernadette Bouchon-Meunier est responsable du département Données et apprentissage artificiel du Laboratoire d'informatique de Paris 6 (LIP6) à l'Université Paris VI-Pierre et Marie Curie où elle enseigne également.

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L'auteur - Laurent Foulloy

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Elsevier
Auteur(s)	Bernadette Bouchon-Meunier, Laurent Foulloy, Ronald R. Yager
Parution	26/11/2003
Nb. de pages	488
Format	16,5 x 24,5
Couverture	Relié
Poids	1015g
Intérieur	Noir et Blanc
EAN13	9780444513793
ISBN13	978-0-444-51379-3