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Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation

Aug 06, 2020
Kasun Bandara, Hansika Hewamalage, Yuan-Hao Liu, Yanfei Kang, Christoph Bergmeir

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Probabilistic Forecasting with Temporal Convolutional Neural Network

Jun 11, 2019
Yitian Chen, Yanfei Kang, Yixiong Chen, Zizhuo Wang

* 24 pages, 3 figures, 8 tables 

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Forecasting with time series imaging

Apr 17, 2019
Xixi Li, Yanfei Kang, Feng Li

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GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

Mar 07, 2019
Yanfei Kang, Rob J Hyndman, Feng Li

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