Online feature selection for multi-source streaming features. - Dianlong You; Miaomiao Sun; Shunpan Liang; Ruiqi Li; Yang Wang 164; Jiawei Xiao; Fuyong Yuan; Limin Shen; Xindong Wu 001 (Inf. Sci., 2022)

Online Multi-Label Streaming Feature Selection With Label Correlation. - Dianlong You; Yang Wang 164; Jiawei Xiao; Yaojin Lin; Maosheng Pan; Zhen Chen 007; Limin Shen; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 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)

A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples. - Jian Tang; Jiawei Xiao; Wentao Chen; Xuegang Li; Chao Wei; Xiaoxi Ding; Wenbing Huang 001 (Eng. Appl. Artif. Intell., 2024)

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)

HmmSeNet: A Novel Single Domain Generalization Equipment Fault Diagnosis Under Unknown Working Speed Using Histogram Matching Mixup. - Jian Tang; Xiaoxi Ding; Chao Wei; Jiawei Xiao; Rui Liu 036; Liming Wang; Wenbin Huang 002 (IEEE Trans. Ind. Informatics, 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)