How Fuzzy Concepts Contribute to Machine Learning

Language: English

Published by Springer, Springer Feb 2023, 2023

3030940683 / 9783030940683

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

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Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000

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Softcover

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This item is printed on demand - Print on Demand Titel. Neuware -This book introduces some contemporary approaches on the application of fuzzy and hesitant fuzzy sets in machine learning tasks such as classification, clustering and dimension reduction. Many situations arise in machine learning algorithms in which applying methods for uncertainty modeling and multi-criteria decision making can lead to a better understanding of algorithms behavior as well as achieving good performances. Specifically, the present book is a collection of novel viewpoints on how fuzzy and hesitant fuzzy concepts can be applied to data uncertainty modeling as well as being used to solve multi-criteria decision making challenges raised in machine learning problems. Using the multi-criteria decision making framework, the book shows how different algorithms, rather than human experts, are employed to determine membership degrees. The book is expected to bring closer the communities of pure mathematicians of fuzzy sets and data scientists.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 180 pp. Englisch.…

Seller Inventory # 9783030940683

Title
How Fuzzy Concepts Contribute to Machine Learning
Author
Mahdi Eftekhari
Publisher
Springer, Springer Feb 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030940683
ISBN 13
9783030940683
Item weight
283 grams
Dimensions
235x155x11 mm
Series
Book 179 of 183: Studies in Fuzziness and Soft Computing

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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