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Studies in Computational Intelligence

Beyond Traditional Probabilistic Data Processing Techniques: Interval, Fuzzy etc. Methods and Their Applications

Editors: Kosheleva, O., Shary, S.P., Xiang, G., Zapatrin, R. (Eds.)

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  • This book is about going beyond traditional probabilistic data processing techniques, to pursue interval, fuzzy, etc. methods – how to do it, and what the applications of the resulting non-traditional approaches are Dedicated to Vladik Kreinovich on the occasion of his 65th birthday   Includes papers on constructive mathematics, fuzzy techniques, interval computations, uncertainty in general, and neural networks  

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eBook $149.00
price for USA in USD (gross)
  • ISBN 978-3-030-31041-7
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Hardcover $199.99
price for USA in USD
  • ISBN 978-3-030-31040-0
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About this book

Data processing has become essential to modern civilization. The original data for this processing comes from measurements or from experts, and both sources are subject to uncertainty. Traditionally, probabilistic methods have been used to process uncertainty. However, in many practical situations, we do not know the corresponding probabilities: in measurements, we often only know the upper bound on the measurement errors; this is known as interval uncertainty. In turn, expert estimates often include imprecise (fuzzy) words from natural language such as "small"; this is known as fuzzy uncertainty. In this book, leading specialists on interval, fuzzy, probabilistic uncertainty and their combination describe state-of-the-art developments in their research areas. Accordingly, the book offers a valuable guide for researchers and practitioners interested in data processing under uncertainty, and an introduction to the latest trends and techniques in this area, suitable for graduate students. 

Table of contents (36 chapters)

Table of contents (36 chapters)

Buy this book

eBook $149.00
price for USA in USD (gross)
  • ISBN 978-3-030-31041-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.99
price for USA in USD
  • ISBN 978-3-030-31040-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Beyond Traditional Probabilistic Data Processing Techniques: Interval, Fuzzy etc. Methods and Their Applications
Editors
  • Olga Kosheleva
  • Sergey P. Shary
  • Gang Xiang
  • Roman Zapatrin
Series Title
Studies in Computational Intelligence
Series Volume
835
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-31041-7
DOI
10.1007/978-3-030-31041-7
Hardcover ISBN
978-3-030-31040-0
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XI, 649
Number of Illustrations
71 b/w illustrations, 71 illustrations in colour
Topics