Search Results for author: Duxin Chen

Found 2 papers, 1 papers with code

Interpretable System Identification and Long-term Prediction on Time-Series Data

no code implementations2 Mar 2023 Xiaoyi Liu, Duxin Chen, Wenjia Wei, Xia Zhu, Wenwu Yu

Time-series prediction has drawn considerable attention during the past decades fueled by the emerging advances of deep learning methods.

Time Series Time Series Prediction

Identifying Unique Causal Network from Nonstationary Time Series

1 code implementation18 Nov 2022 Mingyu Kang, Duxin Chen, Ning Meng, Gang Yan, Wenwu Yu

HCE algorithm measures the strength of causality by using nearest-neighbors entropy estimator, which works well on nonstationary time series.

Time Series Time Series Analysis

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