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sayed-mouchaweh moamar - learning from data streams in dynamic environments
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Learning from Data Streams in Dynamic Environments




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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 12/2015
Edizione: 1st ed. 2016





Trama

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.




Sommario

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




Autore

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










Altre Informazioni

ISBN:

9783319256658

Condizione: Nuovo
Collana: SpringerBriefs in Applied Sciences and Technology
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:VIII, 75 p. 44 illus., 43 illus. in color.
Pagine Arabe: 75
Pagine Romane: viii


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