Machine Learning Paradigms: Theory and Application

Name: Machine Learning Paradigms: Theory and Application
Brand: Springer Nature Switzerland AG
SKU: 9783030023560
Price: 159.4 EUR
Availability: InStock

Autor: Aboul Ella Hassanien

Jazyk:

Väzba: Pevná

Vydavateľ: Springer Nature Switzerland AG

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159.40 €

The book focuses on machine learning. Divided into three parts, the first part discusses the feature...

Informácie o knihe

Autor

Aboul Ella Hassanien

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2018

Stránok

474

EAN

9783030023560

Enbook ID

20235078

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

887

Rozmery

155 x 235 x 33

Kompletný popis

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.

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Machine Learning Paradigms: Theory and Application

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