Online Streaming Features Selection via Markov Blanket. - Waqar Khan 004; Lingfu Kong; Brekhna Brekhna; Ling Wang; Huigui Yan (Symmetry, 2022)

Counterfactual explanation generation with minimal feature boundary. - Dianlong You; Shina Niu; Siqi Dong; Huigui Yan; Zhen Chen 007; Di Wu 056; Limin Shen; Xindong Wu 001 (Inf. Sci., 2023)

Online Learning From Incomplete and Imbalanced Data Streams. - Dianlong You; Jiawei Xiao; Yang Wang 164; Huigui Yan; Di Wu 056; Zhen Chen 007; Limin Shen; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2023)

Local causal structure learning for streaming features. - Dianlong You; Siqi Dong; Shina Niu; Huigui Yan; Zhen Chen 007; Shunfu Jin; Di Wu 056; Xindong Wu 001 (Inf. Sci., 2023)

Online learning for data streams with bi-dynamic distributions. - Huigui Yan; Jiale Liu; Jiawei Xiao; Shina Niu; Siqi Dong; Dianlong You; Limin Shen (Inf. Sci., 2024)

Continuous causal structure learning from incremental instances and feature spaces. - Dianlong You; Hongtao Wu; Jiale Liu; Huigui Yan; Chuan Ma; Zhen Chen 007; Xindong Wu 001 (Inf. Fusion, 2024)

Online Learning for Data Streams With Incomplete Features and Labels. - Dianlong You; Huigui Yan; Jiawei Xiao; Zhen Chen 007; Di Wu 056; Limin Shen; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

Online learning from incomplete data streams with partial labels for multi-classification. - Huigui Yan; Jiale Liu; Da Han; Dianlong You; Hongtao Wu; Zhen Chen 007; Xianshan Li; Shunfu Jin; Xindong Wu 001 (Inf. Sci., 2025)