Grammar-Based Feature Generation for Time-Series Prediction - De Silva, Anthony Mihirana a Leong, Philip H. W.

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.