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Learning from Data Streams in Dynamic Environments

Learning from Data Streams in Dynamic Environments

von Moamar Sayed-Mouchaweh
Softcover - 9783319256658
53,49 €
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Beschreibung

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.

Details

Verlag Springer International Publishing
Ersterscheinung 16. Dezember 2015
Maße 23.5 cm x 15.5 cm
Gewicht 1416 Gramm
Format Softcover
ISBN-13 9783319256658
Auflage 1st ed. 2016
Seiten 75