COPYRIGHT YEAR

2015

AUTHORS

Weisi Lin, C.-C. Jay Kuo, Long Xu

TITLE

Fundamental Knowledge of Machine Learning

ABSTRACT

This chapter introduces the basic concepts and methods of machine learning that are related to this book. The classical machine learning methods, like neural network (CNN), support vector machine (SVM), clustering, Bayesian networks, sparse learning, Boosting, and deep learning, are presented in this chapter.

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24 TRIPLES      20 PREDICATES      25 URIs      12 LITERALS

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2 sg:chapterNumber Chapter 2
3 sg:copyrightHolder The Author(s)
4 sg:copyrightYear 2015
5 sg:ddsId Chap2
6 sg:doi 10.1007/978-981-287-468-9_2
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15 sg:language En
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17 sg:pageFirst 23
18 sg:pageLast 35
19 sg:scigraphId 7704f1bb25de55ac14c5bdfce41d1952
20 sg:title Fundamental Knowledge of Machine Learning
21 sg:webpage https://link.springer.com/10.1007/978-981-287-468-9_2
22 rdf:type sg:BookChapter
23 rdfs:label BookChapter: Fundamental Knowledge of Machine Learning
24 owl:sameAs http://lod.springer.com/data/bookchapter/978-981-287-468-9_2
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