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Optimization in Machine Learning and Applications

Softcover - 9789811509964
128,39 €
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Hardcover - 9789811509933
171,19 €

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Weitere Formate

Hardcover - 9789811509933
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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 Dezember 2020
Maße 23.5 cm x 15.5 cm
Gewicht 324 Gramm
Format Softcover
ISBN-13 9789811509964
Auflage 1st ed. 2020
Seiten 197