Machine Learning Paradigms: Theory and Application

Lieferzeit: Lieferbar innerhalb 14 Tagen

171,19 €

inkl. 7 % MwSt. zzgl. Versandkosten

Studies in Computational Intelligence 801

ISBN: 3030023567
ISBN 13: 9783030023560
Herausgeber: Aboul Ella Hassanien
Verlag: Springer Verlag GmbH
Umfang: ix, 474 S., 90 s/w Illustr., 152 farbige Illustr., 474 p. 242 illus., 152 illus. in color.
Erscheinungsdatum: 21.12.2018
Auflage: 1/2019
Produktform: Gebunden/Hardback
Einband: GEB

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.

Artikelnummer: 5559367 Kategorie:

Das könnte Ihnen auch gefallen …