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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
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
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
Data Streams
Language: en
Pages: 365
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2007-04-03 - Publisher: Springer Science & Business Media

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This book primarily discusses issues related to the mining aspects of data streams and it is unique in its primary focus on the subject. This volume covers mini
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