Grammar-based feature generation for time-series prediction
Auteur :
De Silva, Anthony Mihirana / Leong, Philip H. W.
Éditeur :
Springer Verlag, Singapore
ISBN :
9789812874108
Date de publication :
17 mars 2015
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Singapour
This book proposes a novel approach for time-series prediction using machine learning techniques with automatic feature generation. The proposed method can be applied to a wide range of machine learning architectures and applications to represent complex feature dependencies explicitly when machine learning cannot achieve this by itself.