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Grammar-Based Feature Generation for Time-Series Prediction

By: Anthony Mihirana De Silva (Author) , Philip H. W. Leong (Author)

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Ksh 10,800.00

Format: Paperback or Softback

ISBN-13: 9789812874108

Publisher: Springer Verlag, Singapore

Publication Date: Mar 17th, 2015

Dimension: 23.50 x 15.50 x 182.50 cms

Category: Machine learning

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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.

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