Name: Optimization in Machine Learning and Applications
Price: 115.26 EUR
Availability: InStock
Author: Kulkarni, Anand J. ; Satapathy, Suresh Chandra
ISBN: 9789811509964

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Optimization in Machine Learning and Applications

Type

Physical Book

Publisher

Springer

Author

Kulkarni, Anand J. ; Satapathy, Suresh Chandra

Language

English

Pages

197

Format

Paperback

Dimensions

23.4 x 15.6 x 1.1 cm

Weight

0.30 kg.

ISBN13

9789811509964

Synopsis "Optimization in Machine Learning and Applications"

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.

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Optimization in Machine Learning and Applications - Kulkarni, Anand J. ; Satapathy, Suresh Chandra

Synopsis "Optimization in Machine Learning and Applications"

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