Studies in Computational Intelligence

Advances in the Theory of Probabilistic and Fuzzy Data Scientific Methods with Applications

Authors: Dombi, József, Jónás, Tamás

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  • Focuses on advances in the areas of soft computational and probabilistic methods
  • Discusses theoretical results and potential applications 
  • Presents advances in probabilistic and fuzzy data scientific methods     
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eBook 96,29 €
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  • ISBN 978-3-030-51949-0
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Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-030-51948-3
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About this book

This book focuses on the advanced soft computational and probabilistic methods that the authors have published over the past few years. It describes theoretical results and applications, and  discusses how various uncertainty measures – probability, plausibility and belief measures – can be treated in a unified way. It also examines approximations of four notable probability distributions (Weibull, exponential, logistic and normal) using a unified probability distribution function, and presents a fuzzy arithmetic-based time series model that provides an easy-to-use forecasting technique. Lastly, it proposes flexible fuzzy numbers for Likert scale-based evaluations. Featuring methods that can be successfully applied in a variety of areas, including engineering, economics, biology and the medical sciences, the book offers useful guidelines for practitioners and researchers.   

Table of contents (5 chapters)

Table of contents (5 chapters)

Buy this book

eBook 96,29 €
price for Spain (gross)
  • ISBN 978-3-030-51949-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-030-51948-3
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Advances in the Theory of Probabilistic and Fuzzy Data Scientific Methods with Applications
Authors
Series Title
Studies in Computational Intelligence
Series Volume
814
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-51949-0
DOI
10.1007/978-3-030-51949-0
Hardcover ISBN
978-3-030-51948-3
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVII, 187
Number of Illustrations
67 b/w illustrations
Topics