Xianjie Guo

Error-aware Markov blanket learning for causal feature selection

Xianjie Guo, Kui Yu, Fuyuan Cao et al. · Information Sciences · 2022 · 45 citations

Engineering, Machine Learning, Data Science +8

Causality-based Feature Selection: Methods and Evaluations

Kui Yu, Xianjie Guo, Lin Liu et al. · arXiv (Cornell University) · 2019 · 28 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Adaptive Skeleton Construction for Accurate DAG Learning

Xianjie Guo, Kui Yu, Lin Liu et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 23 citations

Artificial Intelligence, Geometric Learning, Adaptive Skeleton Construction +19

Causal Feature Selection With Dual Correction

Xianjie Guo, Kui Yu, Lin Liu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 22 citations

Engineering, Machine Learning, Causal Feature Selection +18

Bootstrap-based Causal Structure Learning

Xianjie Guo, Yujie Wang, Xiaoling Huang et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 12 citations

Geometric Learning, Engineering, Machine Learning +16