Metaheuristics for Machine Learning: New Advances and Tools - Softcover

 
9789811938894: Metaheuristics for Machine Learning: New Advances and Tools
Softcover
ISBN 10: 981193889X ISBN 13: 9789811938894
Verlag: Springer, 2023

Inhaltsangabe

Using metaheuristics to enhance machine learning techniques has become trendy and has achieved major successes in both supervised (classification and regression) and unsupervised (clustering and rule mining) problems. Furthermore, automatically generating programs via metaheuristics, as a form of evolutionary computation and swarm intelligence, has now gained widespread popularity. This book investigates different ways of integrating metaheuristics into machine learning techniques, from both theoretical and practical standpoints. It explores how metaheuristics can be adapted in order to enhance machine learning tools and presents an overview of the main metaheuristic programming methods. Moreover, real-world applications are provided for illustration, e.g., in clustering, big data, machine health monitoring, underwater sonar targets, and banking.

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Verlag
Springer
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
981193889X
ISBN 13 
9789811938894
Einband
Tapa blanda
Anzahl der Seiten
240
Herausgeber
Jarboui Bassem, Eddaly Mansour, Siarry Patrick
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9789811938870: Metaheuristics for Machine Learning: New Advances and Tools (Computational Intelligence Methods and Applications)

Vorgestellte Ausgabe

ISBN 10:  9811938873 ISBN 13:  9789811938870
Verlag: Springer, 2023
Hardcover