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Learning from Data Streams in Dynamic Environments
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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 from Data Streams in Evolving Environments
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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
Machine Learning for Data Streams
Language: en
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Authors: Albert Bifet
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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
Learning in Non-Stationary Environments
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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
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Authors: João Gama
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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