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Book Cover
E-book
Author Dombi, József.

Title Advances in the theory of probabilistic and fuzzy data scientific methods / József Dombi, Tamás Jónás
Published Cham, Switzerland : Springer, [2021]

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Description 1 online resource
Series Studies in computational intelligence ; v. 814
Studies in computational intelligence ; v. 814.
Summary 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
Bibliography Includes bibliographical references
Subject Probabilities.
Fuzzy statistics.
probability.
Fuzzy statistics
Probabilities
Form Electronic book
Author Jónás, Tamás
ISBN 9783030519490
303051949X