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Optimization in Machine Learning and Applications

Hardcover - 9789811509933
128,39 €
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Softcover - 9789811509964
128,39 €

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Weitere Formate

Softcover - 9789811509964
128,39 €

Beschreibung

This book discusses one of the major applications of artificial intelligence: the use of machine learning to extract useful information from multimodal data. It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The book also presents formulations of real-world machine learning problems, and discusses AI solution methodologies as standalone or hybrid approaches. Lastly, it proposes novel metaheuristic methods to solve complex machine learning problems. Featuring valuable insights, the book helps readers explore new avenues leading toward multidisciplinary research discussions.

Details

Verlag Springer Singapore
Ersterscheinung 10. Dezember 2019
Maße 23.5 cm x 15.5 cm
Gewicht 483 Gramm
Format Hardcover
ISBN-13 9789811509933
Auflage 1st ed. 2020
Seiten 197