How Fuzzy Concepts Contribute to Machine Learning

Language: English

Published by Springer International Publishing Feb 2022, 2022

3030940659 / 9783030940652

Series: Book 179 of 183 - Studies in Fuzziness and Soft Computing

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book introduces somecontemporaryapproacheson the application offuzzy and hesitant fuzzy sets in machine learning tasks such asclassification, clustering and dimensionreduction.Manysituationsarisein machine learning algorithmsinwhichapplying methods for uncertaintymodeling andmulti-criteriadecision making can lead toabetterunderstanding ofalgorithms behavior as well as achievinggood performances.Specifically,the present book is a collection of novel viewpointson howfuzzy andhesitant fuzzy conceptscan beappliedtodata uncertainty modeling aswell asbeing used to solvemulti-criteria decisionmaking challengesraised in machine learning problems. Using the multi-criteria decisionmaking framework, the book shows how different algorithms, rather thanhuman experts,areemployedto determine membership degrees. The book is expected to bring closerthe communities of pure mathematicians of fuzzysets and data scientists. 180 pp. Englisch. …

Seller Inventory # 9783030940652

Title
How Fuzzy Concepts Contribute to Machine Learning
Author
Mahdi Eftekhari
Publisher
Springer International Publishing Feb 2022
Publication year
2022
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030940659
ISBN 13
9783030940652
Item weight
442 grams
Dimensions
241x160x16 mm
Series
Book 179 of 183: Studies in Fuzziness and Soft Computing

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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First item£ 19.19£ 19.19
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