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Learning from Data Streams in Evolving Environments
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Pages: 317
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
Learning from Data Streams in Dynamic Environments
Language: en
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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
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 in Non-Stationary Environments
Language: en
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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
Learning from Data Streams
Language: en
Pages: 486
Authors: João Gama
Categories: Computers
Type: BOOK - Published: 2007-10-11 - Publisher: Springer Science & Business Media

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Processing data streams has raised new research challenges over the last few years. This book provides the reader with a comprehensive overview of stream data p