Cover of Jyotsna Kumar Mandal (EDT), Somnath Mukhopadhyay (EDT), Paramartha Dutta (EDT), Kousik Dasgupta (EDT): Algorithms in Machine Learning Paradigms

Jyotsna Kumar Mandal (EDT), Somnath Mukhopadhyay (EDT), Paramartha Dutta (EDT), Kousik Dasgupta (EDT) Algorithms in Machine Learning Paradigms

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Springer Nature Singapore

2020

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978-981-1510-41-0

981-1510-41-5

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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. 

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