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Machine Learning Paradigms: Theory and Application

Name: Machine Learning Paradigms: Theory and Application
Brand: Springer Nature Switzerland AG
SKU: 20235078
Price: 171.49 EUR
Availability: InStock
Author: Aboul Ella Hassanien
ISBN: 9783030023560

Aboul Ella Hassanien

Lingua

Inglese

Libro Rigido

Codice Libristo: 20235078

Casa editrice Springer Nature Switzerland AG, dicembre 2018

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

Codice Libristo: 20235078

420 b

171.49 €

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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.