Technologies for Constructing Intelligent Systems 1

Tasks

Bernadette Bouchon-Meunier, Julio Gutiérrez-Rios, Luis Magdalena, Ronald R. Yager

404 pages, parution le 28/03/2002

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Résumé

Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book deals with the theory behind the solutions to difficult problems in the construction of intelligent systems. Particular attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of linguistic nature. Various methodologies for these cases are discussed, among which are probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks. One purpose of the book is to consider how these methods can be used cooperatively. Topics included in the book include fundamental issues in uncertainty, the rapidly emerging discipline of information aggregation, neural networks, bayesian networks and other network methods, as well as logic-based systems.

Contents

Computing with Words
Decision and Preferences
Learning, Classification and Clustering
Retrieval of Information

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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Caractéristiques techniques

	PAPIER
Éditeur(s)	Physica-Verlag
Auteur(s)	Bernadette Bouchon-Meunier, Julio Gutiérrez-Rios, Luis Magdalena, Ronald R. Yager
Parution	28/03/2002
Nb. de pages	404
Format	16 x 24
Couverture	Broché
Poids	745g
Intérieur	Noir et Blanc
EAN13	9783790814545