Learning from Data Streams in Dynamic Environments

Paperback Engels 2015 9783319256658
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Samenvatting

This book addresses the problems of modeling, prediction, classification, data understanding and processing in non-stationary and unpredictable environments. It presents major and well-known methods and approaches for the design of systems able to learn and to fully adapt its structure and to adjust its parameters according to the changes in their environments. Also presents the problem of learning in non-stationary environments, its interests, its applications and challenges and studies the complementarities and the links between the different methods and techniques of learning in evolving and non-stationary environments.

Specificaties

ISBN13:9783319256658
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

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Inhoudsopgave

Introduction to learning.- Learning in dynamic environment.- Handling concept drift.- Summary and final comments.

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        Learning from Data Streams in Dynamic Environments