Mixture Probabilistic Linear Discriminant Analyzer for Process Fault Classification. - Yi Liu 037; Jiusun Zeng; Lei Xie 007; Xun Lang; Shihua Luo; Hongye Su (CAA SAFEPROCESS, 2019)

Structured Joint Sparse Principal Component Analysis for Fault Detection and Isolation. - Yi Liu 037; Jiusun Zeng; Lei Xie 007; Shihua Luo; Hongye Su (IEEE Trans. Ind. Informatics, 2019)

A Unified Probabilistic Monitoring Framework for Multimode Processes Based on Probabilistic Linear Discriminant Analysis. - Yi Liu 037; Jiusun Zeng; Jie Bao 002; Lei Xie 007 (IEEE Trans. Ind. Informatics, 2020)

Structured Dictionary Learning for Fault Detection and Isolation. - Yi Liu 037; Jiusun Zeng; Bingbing Jiang 001; Xun Lang; Lei Xie 007 (CAA SAFEPROCESS, 2021)

Structure-Guided Graphical Lasso for Process Monitoring. - Zijie Luo; Weiguo Sheng 001; Bingbing Jiang 001; Yi Liu 037 (SAFEPROCESS, 2023)

Row-Column Overcomplete Structured Dictionary Learning for Enhanced Fault Detection and Isolation. - Yi Liu 037; Jiusun Zeng; Lei Xie 007; Bingbing Jiang 001; Dongping Zhang (IEEE Trans. Ind. Informatics, 2023)

Adaptive collaborative fusion for multi-view semi-supervised classification. - Bingbing Jiang 001; Chenglong Zhang; Yan Zhong 001; Yi Liu 037; Yingwei Zhang 002; Xingyu Wu; Weiguo Sheng 001 (Inf. Fusion, 2023)

Structured collaborative sparse dictionary learning for monitoring of multimode processes. - Yi Liu 037; Jiusun Zeng; Bingbing Jiang 001; Weiguo Sheng 001; Zidong Wang 001; Lei Xie 007; Li Li 037 (Inf. Sci., 2024)

Semi-Supervised Multiview Feature Selection With Adaptive Graph Learning. - Bingbing Jiang 001; Xingyu Wu; Xiren Zhou; Yi Liu 037; Anthony G. Cohn 001; Weiguo Sheng 001; Huanhuan Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Robust Stacked Probabilistic Latent Variable Model for Fault Isolation of Dynamic Process With Outliers. - Jiusun Zeng; Cheng Lu; Le Yao; Yi Liu 037; Shihua Luo; Fei Wang; Chuanhou Gao (IEEE Trans Autom. Sci. Eng., 2024)

Scalable Fuzzy Clustering With Collaborative Structure Learning and Preservation. - Bingbing Jiang 001; Chenglong Zhang; Zhongli Wang; Xinyan Liang; Peng Zhou 006; Liang Du 003; Qinghua Zhang 001; Weiping Ding 001; Yi Liu 037 (IEEE Trans. Fuzzy Syst., 2025)