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

Livre 409 sur 538: Studies in Computational Intelligence

Dombi, József; Jónás, Tamás

 
9783030519513: Advances in the Theory of Probabilistic and Fuzzy Data Scientific Methods with Applications
Couverture souple
ISBN 10 : 3030519511 ISBN 13 : 9783030519513
Editeur : Springer, 2021

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2021
Langue
anglais
ISBN 10 
3030519511
ISBN 13 
9783030519513
Reliure
Broché
Nombre de pages
208
Coordonnées du fabricant
ProductSafety@springernature.com
ProductSafety@springernature.com

Tiergartenstr. 17
Heidelberg
69121
Allemagne

Autres éditions populaires du même titre

9783030519483: Advances in the Theory of Probabilistic and Fuzzy Data Scientific Methods With Applications

Edition présentée

ISBN 10 :  3030519481 ISBN 13 :  9783030519483
Editeur : Springer Nature Switzerland AG, 2020
Couverture rigide