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How Fuzzy Concepts Contribute to Machine Learning
Engelsk Paperback
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How Fuzzy Concepts Contribute to Machine Learning
Engelsk Paperback

907 kr
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Om denne bog
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. 
Product detaljer
Sprog:
Engelsk
Sider:
167
ISBN-13:
9783030940683
Indbinding:
Paperback
Udgave:
ISBN-10:
3030940683
Udg. Dato:
17 feb 2023
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
17 feb 2023
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