Yi Liu

12 papers C 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Scalable Fuzzy Clustering With Collaborative Structure Learning and Preservation.
IEEE Trans. Fuzzy Syst.
Bingbing Jiang, Chenglong Zhang, Zhongli Wang, Xinyan Liang, Peng Zhou, Liang Du, Qinghua Zhang, Weiping Ding, Yi Liu
2025 J jnl
Structured Pattern Discovery Using Dictionary Learning for Incipient Fault Detection and Isolation.
IEEE Trans. Ind. Informatics
Yi Liu, Jiusun Zeng, Zidong Wang, Weiguo Sheng, Chuanhou Gao, Qi Xie, Lei Xie
2024 J jnl
Robust Stacked Probabilistic Latent Variable Model for Fault Isolation of Dynamic Process With Outliers.
IEEE Trans Autom. Sci. Eng.
Jiusun Zeng, Cheng Lu, Le Yao, Yi Liu, Shihua Luo, Fei Wang, Chuanhou Gao
2024 J jnl
Semi-Supervised Multiview Feature Selection With Adaptive Graph Learning.
IEEE Trans. Neural Networks Learn. Syst.
Bingbing Jiang, Xingyu Wu, Xiren Zhou, Yi Liu, Anthony G. Cohn, Weiguo Sheng, Huanhuan Chen
2024 J jnl
Structured collaborative sparse dictionary learning for monitoring of multimode processes.
Inf. Sci.
Yi Liu, Jiusun Zeng, Bingbing Jiang, Weiguo Sheng, Zidong Wang, Lei Xie, Li Li
2023 J jnl
Adaptive collaborative fusion for multi-view semi-supervised classification.
Inf. Fusion
Bingbing Jiang, Chenglong Zhang, Yan Zhong, Yi Liu, Yingwei Zhang, Xingyu Wu, Weiguo Sheng
2023 J jnl
Row-Column Overcomplete Structured Dictionary Learning for Enhanced Fault Detection and Isolation.
IEEE Trans. Ind. Informatics
Yi Liu, Jiusun Zeng, Lei Xie, Bingbing Jiang, Dongping Zhang
2023 C conf
Structure-Guided Graphical Lasso for Process Monitoring.
SAFEPROCESS
Zijie Luo, Weiguo Sheng, Bingbing Jiang, Yi Liu
2021 — conf
Structured Dictionary Learning for Fault Detection and Isolation.
CAA SAFEPROCESS
Yi Liu, Jiusun Zeng, Bingbing Jiang, Xun Lang, Lei Xie
2020 J jnl
A Unified Probabilistic Monitoring Framework for Multimode Processes Based on Probabilistic Linear Discriminant Analysis.
IEEE Trans. Ind. Informatics
Yi Liu, Jiusun Zeng, Jie Bao, Lei Xie
2019 — conf
Mixture Probabilistic Linear Discriminant Analyzer for Process Fault Classification.
CAA SAFEPROCESS
Yi Liu, Jiusun Zeng, Lei Xie, Xun Lang, Shihua Luo, Hongye Su
2019 J jnl
Structured Joint Sparse Principal Component Analysis for Fault Detection and Isolation.
IEEE Trans. Ind. Informatics
Yi Liu, Jiusun Zeng, Lei Xie, Shihua Luo, Hongye Su