Learning from Data Streams in Dynamic Environments

• Κύριος συγγραφέας: Sayed-Mouchaweh, Moamar (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Σειρά: SpringerBriefs in Applied Sciences and Technology,
• Θέματα: 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...

Πίνακας περιεχομένων:

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