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Type: BOOK - Published: 2012-04-13 - Publisher: Springer Science & Business Media
Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system c
Language: en
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Type: BOOK - Published: 2012-03-30 - Publisher: MIT Press
Theory, algorithms, and applications of machine learning techniques to overcome “covariate shift” non-stationarity. As the power of computing has grown over
Language: en
Pages: 279
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Type: BOOK - Published: 2012 - Publisher: MIT Press
Dealing with non-stationarity is one of modem machine learning's greatest challenges. This book focuses on a specific non-stationary environment known as covari
Language: en
Pages: 454
Pages: 454
Type: BOOK - Published: 2012-04-01 - Publisher:
Language: en
Pages: 320
Pages: 320
Type: BOOK - Published: 2018-07-28 - Publisher: Springer
This edited book covers recent advances of techniques, methods and tools treating the problem of learning from data streams generated by evolving non-stationary