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
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
Data Streams
Language: en
Pages: 136
Authors: S. Muthukrishnan
Categories: Computers
Type: BOOK - Published: 2005 - Publisher: Now Publishers Inc

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In the data stream scenario, input arrives very rapidly and there is limited memory to store the input. Algorithms have to work with one or few passes over the
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 Stream Management
Language: en
Pages: 528
Authors: Minos Garofalakis
Categories: Computers
Type: BOOK - Published: 2016-07-11 - Publisher: Springer

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This volume focuses on the theory and practice of data stream management, and the novel challenges this emerging domain poses for data-management algorithms, sy