99 citations · 408 across the 26 of their papers we have counts for
Showing 2019 · stat.MLShow all
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stat.ML2019★ 18 cited
Probabilistic Forecasting with Temporal Convolutional Neural Network
Yitian Chen, Yanfei Kang, Yixiong Chen +1
We present a probabilistic forecasting framework based on convolutional neural network for multiple related time series forecasting. The framework can be applied to estimate probab…
stat.ML2019★ 87 cited
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★ 99 cited
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…