Algorithms in Machine Learning Paradigms

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Algorithms in Machine Learning Paradigms

Maths for engineers Electronics engineering Natural language and machine translation Machine learning Computer vision Digital signal processing (DSP)

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Collection: Studies in Computational Intelligence

Language: English

Published by: Springer

Published on: 3rd January 2020

Format: LCP-protected ePub

Size: 37 Mb

ISBN: 9789811510410


Overview

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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