2 citations · 4 across the 11 of their papers we have counts for
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stat.AP2019
FFORMPP: Feature-based forecast model performance prediction
Thiyanga S. Talagala, Feng Li, Yanfei Kang
This paper introduces a novel meta-learning algorithm for time series forecast model performance prediction. We model the forecast error as a function of time series features calcu…
stat.ML2019
Forecasting with time series imaging
Xixi Li, Yanfei Kang, Feng Li
Feature-based time series representations have attracted substantial attention in a wide range of time series analysis methods. Recently, the use of time series features for foreca…
stat.ML2019
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics
Yanfei Kang, Rob J Hyndman, Feng Li
The explosion of time series data in recent years has brought a flourish of new time series analysis methods, for forecasting, clustering, classification and other tasks. The evalu…