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Algorithms in Machine Learning Paradigms

By Jyotsna Kumar Mandal, Somnath Mukhopadhyay, Paramartha Dutta & Kousik Dasgupta

Release : 2020-01-03

Genre : Engineering, Books, Professional & Technical, Computers & Internet, Computers, Science & Nature, Mathematics

Kind : ebook

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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.

Algorithms in Machine Learning Paradigms

By Jyotsna Kumar Mandal, Somnath Mukhopadhyay, Paramartha Dutta & Kousik Dasgupta

Release : 2020-01-03

Genre : Engineering, Books, Professional & Technical, Computers & Internet, Computers, Science & Nature, Mathematics

Kind : ebook

(0 ratings)
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.

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