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Online Public Access Catalogue

题名/责任者:

Algorithms in machine learning paradigms / Jyotsna Kumar Mandal ... [et al.].

出版发行项:

Singapore : Springer, 2020.

ISBN:

9789811510403 (Hardback) :

载体形态项:

x, 195 p. : ill. ; 24 cm.

丛编说明:

Studies in computational intelligence, 1860-949X ; volume 870

附加个人名称:

Mandal, Jyotsna Kumar, 1960-

论题主题:

Machine learning.

论题主题:

Computer algorithms.

中图法分类号:

TP181

一般附注:

Includes author index.

摘要附注:

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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