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Enhancing the Diversity of Predictions Combination by Negative Correlation Learning


Apr 06, 2021
Yun Bai, Ganglin Tian, Yanfei Kang, Suling Jia

* 33 pages, 11 figures 

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Exploring the representativeness of the M5 competition data


Mar 04, 2021
Evangelos Theodorou, Shengjie Wang, Yanfei Kang, Evangelos Spiliotis, Spyros Makridakis, Vassilios Assimakopoulos


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Exploring the social influence of Kaggle virtual community on the M5 competition


Feb 28, 2021
Xixi Li, Yun Bai, Yanfei Kang


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Forecast with Forecasts: Diversity Matters


Dec 18, 2020
Yanfei Kang, Wei Cao, Fotios Petropoulos, Feng Li

* 23 pages, 4 figures, 4 tables 

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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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