Advances in Intelligent and Soft Computing

Soft Methods in Probability, Statistics and Data Analysis

Editors: Grzegorzewski, Przemyslaw, Hryniewicz, Olgierd, Gil, Maria A. (Eds.)

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About this book

Classical probability theory and mathematical statistics appear sometimes too rigid for real life problems, especially while dealing with vague data or imprecise requirements. These problems have motivated many researchers to "soften" the classical theory. Some "softening" approaches utilize concepts and techniques developed in theories such as fuzzy sets theory, rough sets, possibility theory, theory of belief functions and imprecise probabilities, etc. Since interesting mathematical models and methods have been proposed in the frameworks of various theories, this text brings together experts representing different approaches used in soft probability, statistics and data analysis.

Table of contents (38 chapters)

  • Quantitative Possibility Theory and its Probabilistic Connections

    Dubois, Didier (et al.)

    Pages 3-26

  • Toward a Perception-Based Theory of Probabilistic Reasoning with Imprecise Probabilities

    Zadeh, Lotfi A.

    Pages 27-61

  • Independence and Conditioning in a Connectivistic Fuzzy Logic Framework

    Aguilar-Martin, Joseph

    Pages 65-75

  • About Ideals on the Set of Fuzzy Measures

    Bronevich, Andrew G. (et al.)

    Pages 76-83

  • Operators for Convolution of Fuzzy Measures

    Bronevich, Andrew G. (et al.)

    Pages 84-91

Buy this book

eBook $74.99
price for USA (gross)
  • ISBN 978-3-7908-1773-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-7908-1526-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Soft Methods in Probability, Statistics and Data Analysis
Editors
  • Przemyslaw Grzegorzewski
  • Olgierd Hryniewicz
  • Maria A. Gil
Series Title
Advances in Intelligent and Soft Computing
Series Volume
16
Copyright
2002
Publisher
Physica-Verlag Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-7908-1773-7
DOI
10.1007/978-3-7908-1773-7
Softcover ISBN
978-3-7908-1526-9
Series ISSN
1867-5662
Edition Number
1
Number of Pages
X, 372
Number of Illustrations and Tables
26 b/w illustrations
Topics