Taschenbuch. Condizione: Neu. 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. Codice articolo 9783030940683

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How Fuzzy Concepts Contribute to Machine Learning (Studies in Fuzziness and Soft Computing)

Eftekhari, Mahdi; Mehrpooya, Adel; Saberi-Movahed, Farid; Torra, Vicen�

Editore: Springer, 2023

ISBN 10: 3030940683 ISBN 13: 9783030940683

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Condizione: New. In. Codice articolo ria9783030940683_new

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How Fuzzy Concepts Contribute to Machine Learning

Mahdi Eftekhari

Editore: Springer International Publishing, 2023

ISBN 10: 3030940683 ISBN 13: 9783030940683

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Da: AHA-BUCH GmbH, Einbeck, Germania

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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Codice articolo 9783030940683

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How Fuzzy Concepts Contribute to Machine Learning

Mahdi Eftekhari|Adel Mehrpooya|Farid Saberi-Movahed|Vicen� Torra

Editore: Springer International Publishing, 2023

ISBN 10: 3030940683 ISBN 13: 9783030940683

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Kartoniert / Broschiert. Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Recent research on the application of fuzzy and hesitant fuzzy sets in machine learning tasksShows how fuzzy concepts can be used to solve multi-criteria decision making challenges raised in machine learningBrings closer the communities of. Codice articolo 803179697

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