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Technologies for Constructing Intelligent Systems 1

Tasks

  • Bernadette Bouchon-Meunier
  • Julio Gutiérrez-Ríos
  • Luis Magdalena
  • Ronald R. Yager

Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 89)

Table of contents

  1. Front Matter
    Pages I-IX
  2. Computing with Words

    1. Front Matter
      Pages 1-1
    2. Josep Lluís Arcos, Ramon López de Mántaras
      Pages 21-31
    3. Martine De Cock, Anna Maria Radzikowska, Etienne E. Kerre
      Pages 33-42
    4. Stefan Chanas, Pawel Zieliński
      Pages 71-84
    5. Slobodan Ribarić, Bojana Dalbelo-Bašić, Dražen Tomac
      Pages 85-98
    6. Mohamed Yasser Khayata, Daniel Pacholczyk
      Pages 99-112
  3. Decision and Preferences

    1. Front Matter
      Pages 127 -127
    2. Mario Fedrizzi, Michele Fedrizzi, R. A. Marques Pereira
      Pages 129-137
    3. Janusz Kacprzyk, Sławomir Zadrozny
      Pages 139-152
    4. Yasuo Narukawa, Toshiaki Murofushi, Michio Sugeno
      Pages 153-166
    5. Hélène Fargier, Régis Sabbadin
      Pages 167-177
    6. Didier Dubois, Endre Pap, Henri Prade
      Pages 179-191
    7. Bernard De Baets, János Fodor
      Pages 193-203
    8. Alexander Dukhovny, Sergei Ovchinnikov
      Pages 205-212
    9. Ulrich Bodenhofer
      Pages 213-224
  4. Learning, Classification and Clustering

    1. Front Matter
      Pages 225-225
    2. Hung Son Nguyen, Hui Wang
      Pages 227-238
    3. Jerzy W. Grzymala-Busse, Linda K. Goodwin, Witold J. Grzymala-Busse, Xinqun Zheng
      Pages 239-252
    4. J. L. Castro, J. J. Castro-Schez, J. M. Zurita
      Pages 267-280
    5. Jérémie François, Yves Grandvalet, Thierry Denceux, Jean-Michel Roger
      Pages 295-308
    6. Sergio López García, Luis Magdalena, Juan R. Velasco
      Pages 309-320
    7. Jorge Casillas, Oscar Cordón, Francisco Herrera
      Pages 321-334
  5. Retrieval of Information

    1. Front Matter
      Pages 335-335
    2. Patrick Bosc, Ludovic Liétard, Olivier Pivert
      Pages 337-350
    3. María-Amparo J. Martín-Bautista, María-Amparo Vila, Daniel Sánchez, Henrik L. Larsen
      Pages 351-362
    4. Eyke Hüllermeier, Didier Dubois, Henri Prade
      Pages 377-390
    5. Nicolás Marín, Olga Pons, Ignacio J. Blanco, María Amparo Vila
      Pages 391-404

About this book

Introduction

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.

Keywords

Bayesian network artificial intelligence case-based reasoning classification decision theory fuzzy fuzzy logic fuzzy sets genetic algorithms intelligence intelligent systems knowledge base learning neural networks uncertainty

Editors and affiliations

  • Bernadette Bouchon-Meunier
    • 1
  • Julio Gutiérrez-Ríos
    • 2
  • Luis Magdalena
    • 3
  • Ronald R. Yager
    • 4
  1. 1.CNRS, LIP6Université Paris VIParisFrance
  2. 2.Facultad de InformáticaUniversidad Politécnica de MadridBoadilla del Monte, MadridSpain
  3. 3.Escuela Técnica Superior de Ingenieros de TelecomunicaciónUniversidad Politécnica de MadridMadridSpain
  4. 4.Machine Intelligence InstituteIona CollegeNew RochelleUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-7908-1797-3
  • Copyright Information Physica-Verlag Heidelberg 2002
  • Publisher Name Physica, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-662-00329-9
  • Online ISBN 978-3-7908-1797-3
  • Series Print ISSN 1434-9922
  • Series Online ISSN 1860-0808
  • Buy this book on publisher's site