Tao Zhang

Causal GraphSAGE: A robust graph method for classification based on causal sampling

Tao Zhang, Haoran Shan, Max A. Little · Pattern Recognition · 2022 · 72 citations

Public Health, Biostatistics, Causal Inference +13

A voice feature extraction method based on fractional attribute topology for Parkinson’s disease detection

Tao Zhang, Liqin Lin, Zaifa Xue · Expert Systems with Applications · 2023 · 31 citations

Computing, Biomedical Engineering, Neurology +12

Stability analysis of incremental concept tree for concept cognitive learning

Tao Zhang, Mei Rong, Haoran Shan et al. · International Journal of Machine Learning and Cybernetics · 2021 · 26 citations

Computing, Computer Science, Knowledge Representation +9

Progress prediction of Parkinson's disease based on graph wavelet transform and attention weighted random forest

Zaifa Xue, Tao Zhang, Liqin Lin · Expert Systems with Applications · 2022 · 25 citations

Life Sciences, Biomedical Engineering, Neurology +13

Causal Asymmetry Analysis in the View of Concept-Cognitive Learning by Incremental Concept Tree

Tao Zhang, Mei Rong, Haoran Shan et al. · Cognitive Computation · 2021 · 21 citations

Social Sciences, Psychology, Causal Inference +12