Author : Moamar Sayed-Mouchaweh
Release : 2015-12-10
Genre : Technology & Engineering
Kind : eBook
Book Rating : 67X/5 ( reviews)
Book Synopsis Learning from Data Streams in Dynamic Environments by : Moamar Sayed-Mouchaweh
Download or read book Learning from Data Streams in Dynamic Environments written by Moamar Sayed-Mouchaweh. This book was released on 2015-12-10. Available in PDF, EPUB and Kindle. Book excerpt: 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.