Grammar-based feature generation for time-series prediction

This book proposes a novel approach for time-series prediction using machine learning techniques with automatic feature generation. Application of machine learning techniques to predict time-series continues to attract considerable attention due to the difficulty of the prediction problems compounde...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	De Silva, Anthony Mihirana (VerfasserIn), Leong, Philip H. W. (VerfasserIn)
Körperschaft:	SpringerLink (Online service)
Format:	Electronic Resource
Sprache:	English
Veröffentlicht:	Singapore Springer Singapore [2015]
Schlagworte:	Machine learning. Time-series analysis > Data processing. Electronic books.
Online Zugang:	Available for University of the Philippines System via SpringerLink. Click here to access Also available remotely for University of the Philippines System via SpringerLink. Click here to access thru EZproxy