Machine Learning Hybridization and Optimization for Intelligent Applications - Rilegato

 
9781032737539: Machine Learning Hybridization and Optimization for Intelligent Applications
Rilegato
ISBN 10: 1032737530 ISBN 13: 9781032737539
Casa editrice: CRC Press, 2024

Sinossi

This book discusses state-of-the-art reviews of the existing machine learning techniques and algorithms including hybridizations and optimizations. It covers applications of machine learning via artificial intelligence (AI) prediction tools, discovery of drugs, neuroscience, diagnosis in multiple imaging modalities, pattern recognition approaches to functional magnetic resonance imaging, image and speech recognition, automatic language translation, medical diagnostic, stock market prediction, traffic prediction, and product automation.

Features:

  • Focuses on hybridization and optimization of machine learning techniques
  • Reviews supervised, unsupervised, and reinforcement learning using case study-based applications
  • Covers the latest machine learning applications in as diverse domains as the Internet of Things, data science, cloud computing, and distributed and parallel computing
  • Explains computing models using real-world examples and dataset-based experiments
  • Includes case study-based explanations and usage for machine learning technologies and applications

This book is aimed at graduate students and researchers in machine learning, artificial intelligence, and electrical engineering.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Tanvir Habib Sardar is an Assistant Professor in the department of CSE at GITAM University, Bengaluru campus. He has more than fifteen years of experience in industry and academia. His research domain is big data, machine learning, fuzzy logic, and distributed computing using MapReduce.

Bishwajeet Kumar Pandey is a Professor at Department of Intelligent System and Cyber Security, Astana IT University Kazaksthan. He is also a visiting professor at Eurasian National University, Astana, Kazaksthan (QS World Rank 355) and UCSI University, Kuala Lumpur, Malaysia (QS World Rank 300). He has interest in Green Computing, High-Performance Computing, Cyber-Physical Systems, Machine Learning, and Cyber Security.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
CRC Press
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
1032737530
ISBN 13 
9781032737539
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
366
Redattore
Sardar Tanvir Habib, Pandey Bishwajeet Kumar
Contatto del produttore
non disponibile
Persona responsabile
non disponibile