Title | : | Algorithms in Machine Learning Paradigms |
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Author | : | Jyotsna Kumar Mandal, Somnath Mukhopadhyay, Paramartha Dutta & Kousik Dasgupta |
Release | : | 2020-01-03 |
Kind | : | ebook |
Genre | : | Engineering, Books, Professional & Technical, Computers & Internet, Computers, Science & Nature, Mathematics |
Size | : | 41381544 |
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. |