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Learning from Data Streams in Evolving Environments
Language: en
Pages: 320
Authors: Moamar Sayed-Mouchaweh
Categories: Technology & Engineering
Type: BOOK - Published: 2018-07-28 - Publisher: Springer

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This edited book covers recent advances of techniques, methods and tools treating the problem of learning from data streams generated by evolving non-stationary
Adaptive Stream Mining
Language: en
Pages: 224
Authors: Albert Bifet
Categories: Computers
Type: BOOK - Published: 2010 - Publisher: IOS Press

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This book is a significant contribution to the subject of mining time-changing data streams and addresses the design of learning algorithms for this purpose. It
Learning from Data Streams in Dynamic Environments
Language: en
Pages: 82
Authors: Moamar Sayed-Mouchaweh
Categories: Technology & Engineering
Type: BOOK - Published: 2015-12-10 - Publisher: Springer

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This book addresses the problems of modeling, prediction, classification, data understanding and processing in non-stationary and unpredictable environments. It
Learning in Non-Stationary Environments
Language: en
Pages: 439
Authors: Moamar Sayed-Mouchaweh
Categories: Technology & Engineering
Type: BOOK - Published: 2012-04-13 - Publisher: Springer Science & Business Media

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Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system c
Machine Learning for Data Streams
Language: en
Pages: 255
Authors: Albert Bifet
Categories: Computers
Type: BOOK - Published: 2018-03-16 - Publisher: MIT Press

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A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software