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Grammar-Based Feature Generation for Time-Series Prediction

About 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. 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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  • Language:
  • English
  • ISBN:
  • 9789812874108
  • Binding:
  • Paperback
  • Pages:
  • 99
  • Published:
  • March 16, 2015
  • Edition:
  • 2015
  • Dimensions:
  • 155x235x6 mm.
  • Weight:
  • 1825 g.
Delivery: 2-4 weeks
Expected delivery: November 28, 2024

Description of 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. 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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