Search Results for author: Mingyu Kang

Found 2 papers, 1 papers with code

Spatio-Temporal Graphical Counterfactuals: An Overview

no code implementations2 Jul 2024 Mingyu Kang, Duxin Chen, Ziyuan Pu, Jianxi Gao, Wenwu Yu

Counterfactual thinking is a critical yet challenging topic for artificial intelligence to learn knowledge from data and ultimately improve their performances for new scenarios.

counterfactual

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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