[PDF.42gf] Grammar-Based Feature Generation for Time-Series Prediction (SpringerBriefs in Applied Sciences and Technology)

Grammar-Based Feature Generation for Time-Series Prediction (SpringerBriefs in Applied Sciences and Technology)

[PDF.qs29] Grammar-Based Feature Generation for Time-Series Prediction (SpringerBriefs in Applied Sciences and Technology)

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 | #3993764 in Books |  2015-02-17 |  2015-02-17 | Original language:English | PDF # 1 |  9.25 x.26 x6.10l,.0 | File type: PDF | 99 pages

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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 compounded by the non-linear and non-stationary nature of the real world time-series. The performance of machine learning techniques, among other things, depends on suitable engineerin...

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