Learning from Data Streams in Dynamic Environments

• Main Author: Sayed-Mouchaweh, Moamar (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: SpringerBriefs in Applied Sciences and Technology,
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Electrical engineering.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Communications Engineering, Networks.

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...

Table of Contents:

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