Learning from Data Streams in Dynamic Environments - Brossura

Sayed-Mouchaweh, Moamar

Brossura

ISBN 10: 3319256653 ISBN 13: 9783319256658

Casa editrice: Springer, 2015

Riassunto

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.

Su questo libro

Informazioni sull?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

Dettagli dell?edizione

• Editore: Springer
• Data di pubblicazione: 2015
• Lingua: Inglese
• ISBN 10: 3319256653
• ISBN 13: 9783319256658
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 84
• Contatto del produttore: non disponibile
• Persona responsabile: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Germania