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Learning in Non-Stationary Environments: Methods and Applications

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 |  2012-04-13 |  2012-04-13 | Original language:English | PDF # 1 |  9.25 x1.02 x6.10l,1.39 | File type: PDF | 440 pages

||From the Back Cover||Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system complexity and state changes, information sources, the need for faster data handli

Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system complexity and state changes, information sources, the need for faster data handling and the integration of environmental influences. Intelligent systems, equipped with a taxonomy of data-driven system identification and machine learning algorithms, can handle these problems partially. Conventional learning algo...

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