Zhaolong Ling

Causal learner: A toolbox for causal structure and Markov blanket learning

Zhaolong Ling, Kui Yu, Yiwen Zhang et al. · Pattern Recognition Letters · 2022 · 36 citations

Computing, Computer Science, Causal Inference +14

Causality-based Feature Selection: Methods and Evaluations

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

Computing, Computer Science, Data Science +11

Partial Clustering Ensemble

Peng Zhou, Liang Du, Xinwang Liu et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 19 citations

Computing, Computer Science, Data Science +10

Online Heterogeneous Streaming Feature Selection Without Feature Type Information

Peng Zhou, Yunyun Zhang, Zhaolong Ling et al. · IEEE Transactions on Big Data · 2024 · 19 citations

Computing, Computer Science, Big Data Analytics +12

A Light Causal Feature Selection Approach to High-Dimensional Data

Zhaolong Ling, Ying Li, Yiwen Zhang et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 18 citations

Computing, Computer Science, Data Mining +13