An overview of complex data stream ensemble classification. - Xilong Zhang; Meng Han; Hongxin Wu; Muhang Li; Zhiqiang Chen (J. Intell. Fuzzy Syst., 2021)

A survey of active and passive concept drift handling methods. - Meng Han; Zhiqiang Chen; Muhang Li; Hongxin Wu; Xilong Zhang (Comput. Intell., 2022)

Dynamic ensemble selection classification algorithm based on window over imbalanced drift data stream. - Meng Han; Xilong Zhang; Zhiqiang Chen; Hongxin Wu; Muhang Li (Knowl. Inf. Syst., 2023)

A survey of multi-label classification based on supervised and semi-supervised learning. - Meng Han; Hongxin Wu; Zhiqiang Chen; Muhang Li; Xilong Zhang (Int. J. Mach. Learn. Cybern., 2023)

A multi-level weighted concept drift detection method. - Zhiqiang Chen; Meng Han; Hongxin Wu; Muhang Li; Xilong Zhang (J. Supercomput., 2023)

FCHM-stream: fast closed high utility itemsets mining over data streams. - Muhang Li; Meng Han; Zhiqiang Chen; Hongxin Wu; Xilong Zhang (Knowl. Inf. Syst., 2023)

A Weighted Ensemble Classification Algorithm Based on Nearest Neighbors for Multi-Label Data Stream. - Hongxin Wu; Meng Han; Zhiqiang Chen; Muhang Li; Xilong Zhang (ACM Trans. Knowl. Discov. Data, 2023)

High utility pattern mining algorithm over data streams using ext-list. - Meng Han; Muhang Li; Zhiqiang Chen; Hongxin Wu; Xilong Zhang (Appl. Intell., 2023)