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Advances in Intelligent Systems and Computing

Strengthening Links Between Data Analysis and Soft Computing

Editors: Grzegorzewski, P., Gagolewski, M., Hryniewicz, O., Gil, M.A. (Eds.)

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  • Latest research on Data Analysis and Soft Computing
  • Results of the 7th International Conference on Soft Methods in Probability and Statistics (SMPS'2014) held in Warsaw (Poland) by September 22-24, 2014
  • Gives a comprehensive overview of current research into the fusion of soft computing methods with probability and statistics
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eBook $89.00
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  • ISBN 978-3-319-10765-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA in USD
  • ISBN 978-3-319-10764-6
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  • Usually dispatched within 3 to 5 business days.
About this book

This book gathers contributions presented at the 7th International Conference on Soft Methods in Probability and Statistics SMPS 2014, held in Warsaw (Poland) on September 22-24, 2014. Its aim is to present recent results illustrating new trends in intelligent data analysis. It gives a comprehensive overview of current research into the fusion of soft computing methods with probability and statistics.
Synergies of both fields might improve intelligent data analysis methods in terms of robustness to noise and applicability to larger datasets, while being able to efficiently obtain understandable solutions of real-world problems.

Table of contents (33 chapters)

Table of contents (33 chapters)
  • Deciding under Ignorance: In Search of Meaningful Extensions of the Hurwicz Criterion to Decision Trees

    Pages 3-11

    Dubois, Didier (et al.)

  • Comparison of Fuzzy and Crisp Random Variables by Monte Carlo Simulations

    Pages 13-20

    Hryniewicz, Olgierd

  • Stochastic Orders for Fuzzy Random Variables

    Pages 21-28

    Montes, Ignacio (et al.)

  • Interval Compositional Data: Problems and Possibilities

    Pages 29-36

    Pavlačka, Ondřej (et al.)

  • A New Definition of Evaluation/Defuzzification of an Interval Type-2 Fuzzy Set

    Pages 37-45

    Anzilli, Luca (et al.)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-319-10765-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA in USD
  • ISBN 978-3-319-10764-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Strengthening Links Between Data Analysis and Soft Computing
Editors
  • Przemyslaw Grzegorzewski
  • Marek Gagolewski
  • Olgierd Hryniewicz
  • Maria Angeles Gil
Series Title
Advances in Intelligent Systems and Computing
Series Volume
315
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-10765-3
DOI
10.1007/978-3-319-10765-3
Softcover ISBN
978-3-319-10764-6
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XII, 294
Number of Illustrations
39 b/w illustrations, 3 illustrations in colour
Topics