Studies in Fuzziness and Soft Computing

Aggregation and Fusion of Imperfect Information

Editors: Bouchon-Meunier, Bernadette (Ed.)

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About this book

This book presents the main tools for aggregation of information given by several members of a group or expressed in multiple criteria, and for fusion of data provided by several sources. It focuses on the case where the availability knowledge is imperfect, which means that uncertainty and/or imprecision must be taken into account. The book contains both theoretical and applied studies of aggregation and fusion methods in the main frameworks: probability theory, evidence theory, fuzzy set and possibility theory. The latter is more developed because it allows to manage both imprecise and uncertain knowledge. Applications to decision-making, image processing, control and classification are described. The reader can find a state-of-the-art of the main methodologies, as well as more advanced results and descriptions of utilizations.

Table of contents (14 chapters)

  • On Robust Aggregation Procedures

    Ovchinnikov, Sergei

    Pages 3-10

  • Triangular Norm-Based Aggregation of Evidence Under Fuzziness

    Mesiar, Radko (et al.)

    Pages 11-35

  • Aggregation Functions Defined by t-Norms and t-Conorms

    Fodor, János (et al.)

    Pages 36-48

  • Fuzzy Integral as a Flexible and Interpretable Tool of Aggregation

    Grabisch, Michel

    Pages 51-72

  • Using Priorities in Aggregation Connectives

    Kelman, Antoine (et al.)

    Pages 73-97

Buy this book

eBook $119.00
price for USA (gross)
  • ISBN 978-3-7908-1889-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.00
price for USA
  • ISBN 978-3-7908-1048-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $159.00
price for USA
  • ISBN 978-3-662-11073-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Aggregation and Fusion of Imperfect Information
Editors
  • Bernadette Bouchon-Meunier
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
12
Copyright
1998
Publisher
Physica-Verlag Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-7908-1889-5
DOI
10.1007/978-3-7908-1889-5
Hardcover ISBN
978-3-7908-1048-6
Softcover ISBN
978-3-662-11073-7
Series ISSN
1434-9922
Edition Number
1
Number of Pages
VIII, 278
Number of Illustrations and Tables
16 b/w illustrations
Topics