9783030023560

Machine Learning Paradigms: Theory and Application

Format: Hardcover

ISBN13: 9783030023560

Hardcover|9783030023560


Overview

The book focuses on machine learning. Divided into three parts, the first part discusses the feature selection problem. The second part then describes the application of machine learning in the classification problem, while the third part presents an overview of real-world applications of swarm-based optimization algorithms.
 
The concept of machine learning (ML) is not new in the field of computing. However, due to the ever-changing nature of requirements in today's world it has emerged in the form of completely new avatars. Now everyone is talking about ML-based solution strategies for a given problem set. The book includes research articles and expository papers on the theory and algorithms of machine learning and bio-inspiring optimization, as well as papers on numerical experiments and real-world applications.

ISBN-13

9783030023560

ISBN-10

3030023567

Weight

1.96 Pounds

Dimensions

6.25 x 1.25 x 9.25 In

List Price

$169.99

Edition

1st Edition

Format

Hardcover

Language

English

Pages

ix, 474 pages

Publisher

Springer

Published On

2018-12-21



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