Algorithms in Machine Learning Paradigms | ISBN 9789811510403

Algorithms in Machine Learning Paradigms

herausgegeben von Jyotsna Kumar Mandal, Somnath Mukhopadhyay, Paramartha Dutta und Kousik Dasgupta
Mitwirkende
Herausgegeben vonJyotsna Kumar Mandal
Herausgegeben vonSomnath Mukhopadhyay
Herausgegeben vonParamartha Dutta
Herausgegeben vonKousik Dasgupta
Buchcover Algorithms in Machine Learning Paradigms  | EAN 9789811510403 | ISBN 981-15-1040-7 | ISBN 978-981-15-1040-3

Algorithms in Machine Learning Paradigms

herausgegeben von Jyotsna Kumar Mandal, Somnath Mukhopadhyay, Paramartha Dutta und Kousik Dasgupta
Mitwirkende
Herausgegeben vonJyotsna Kumar Mandal
Herausgegeben vonSomnath Mukhopadhyay
Herausgegeben vonParamartha Dutta
Herausgegeben vonKousik Dasgupta

This book presents studies involving algorithms in the machine learning paradigms. It discusses a variety of learning problems with diverse applications, including prediction, concept learning, explanation-based learning, case-based (exemplar-based) learning, statistical rule-based learning, feature extraction-based learning, optimization-based learning, quantum-inspired learning, multi-criteria-based learning and hybrid intelligence-based learning.