Paperback. 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. 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. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.

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Bibliographic Details

Title: Learning from Data Streams in Dynamic Environments (Paperback)
Publisher: Springer International Publishing AG, Cham
Publication Date: 2015
Language: English
ISBN 10: 3319256653
ISBN 13: 9783319256658
Binding: Paperback
Edition: 1st Edition
Condition: new

About this title

Synopsis

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.

About the Author

Moamar Sayed-Mouchaweh is a Professor at High National Engineering School of Mines “Ecole Nationale Sup�rieure des Mines de Douai”, Computer Science and Automatic Labs, Douai-France

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