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...

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Main Authors: De Silva, Anthony Mihirana. (Author, http://id.loc.gov/vocabulary/relators/aut), Leong, Philip H. W. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Singapore : Springer Singapore : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:SpringerBriefs in Computational Intelligence,
Subjects:
Online Access:https://doi.org/10.1007/978-981-287-411-5