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Learning from Data Streams in Dynamic Environments - Moamar Sayed-Mouchaweh

English
2015-12-16
€67.74 €84.68

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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-s ... Full description

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Description

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.

More Information

Author Moamar Sayed-Mouchaweh
Publisher Springer Nature Switzerland
Series SpringerBriefs in Applied Sciences and Technology
Release year 2015
Cover type Softcover
EAN 9783319256658
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€67.74 €84.68