Machine Learning Paradigms: Theory and Application by Aboul Ella Hassanien
English | PDF,EPUB | 2019 | 472 Pages | ISBN : 3030023567 | 102.46 MB
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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CONTENUTI SPECIALI
Oltre 70 pagine ricche di riflessioni etiche, proposte concrete e visioni future
Sezione di risorse digitali, piattaforme consigliate e toolkit operativi
Approfondimenti su creatività, educazione, ambiente, lavoro e giustizia digitale
Linguaggio accessibile, ma profondo: perfetto per lettori curiosi, anche non tecnici
Un invito all'impegno civico e alla costruzione collettiva di un domani migliore
Nessuna ideologia: solo visione, coscienza e possibilità