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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
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
Advances in Machine Learning
Language: en
Pages: 426
Authors: Zhi-Hua Zhou
Categories: Computers
Type: BOOK - Published: 2009-11-03 - Publisher: Springer

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The First Asian Conference on Machine Learning (ACML 2009) was held at Nanjing, China during November 2–4, 2009.This was the ?rst edition of a series of annua
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
Knowledge Discovery from Data Streams
Language: en
Pages: 256
Authors: Joao Gama
Categories: Business & Economics
Type: BOOK - Published: 2010-05-25 - Publisher: CRC Press

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Since the beginning of the Internet age and the increased use of ubiquitous computing devices, the large volume and continuous flow of distributed data have imp