Search Results for author: Ou Deng

Found 2 papers, 1 papers with code

Evolutionary Causal Discovery with Relative Impact Stratification for Interpretable Data Analysis

no code implementations25 Apr 2024 Ou Deng, Shoji Nishimura, Atsushi Ogihara, Qun Jin

This study proposes Evolutionary Causal Discovery (ECD) for causal discovery that tailors response variables, predictor variables, and corresponding operators to research datasets.

Causal Discovery

Missing Data Imputation Based on Dynamically Adaptable Structural Equation Modeling with Self-Attention

2 code implementations23 Aug 2023 Ou Deng, Qun Jin

Addressing missing data in complex datasets including electronic health records (EHR) is critical for ensuring accurate analysis and decision-making in healthcare.

Causal Discovery Computational Efficiency +2

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