Yi Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Fault Detection And Isolation

Sparse Principal Component Analysis

Linear Discriminant

Top Venues

IEEE Trans. Ind. Informatics

CAA SAFEPROCESS

IEEE Trans. Neural Networks Learn. Syst.

Publications

Bingbing Jiang, Xingyu Wu, Xiren Zhou, Yi Liu, Anthony G. Cohn, Weiguo Sheng, Huanhuan Chen
Semi-Supervised Multiview Feature Selection With Adaptive Graph Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Yi Liu, Jiusun Zeng, Bingbing Jiang, Weiguo Sheng, Zidong Wang, Lei Xie, Li Li
Structured collaborative sparse dictionary learning for monitoring of multimode processes. Inf. Sci. 666 (2024)
Yi Liu, Jiusun Zeng, Lei Xie, Bingbing Jiang, Dongping Zhang
Row-Column Overcomplete Structured Dictionary Learning for Enhanced Fault Detection and Isolation. IEEE Trans. Ind. Informatics 19 (5) (2023)
Yi Liu, Jiusun Zeng, Bingbing Jiang, Xun Lang, Lei Xie
Structured Dictionary Learning for Fault Detection and Isolation. CAA SAFEPROCESS (2021)
Yi Liu, Jiusun Zeng, Jie Bao, Lei Xie
A Unified Probabilistic Monitoring Framework for Multimode Processes Based on Probabilistic Linear Discriminant Analysis. IEEE Trans. Ind. Informatics 16 (10) (2020)
Yi Liu, Jiusun Zeng, Lei Xie, Shihua Luo, Hongye Su
Structured Joint Sparse Principal Component Analysis for Fault Detection and Isolation. IEEE Trans. Ind. Informatics 15 (5) (2019)
Yi Liu, Jiusun Zeng, Lei Xie, Xun Lang, Shihua Luo, Hongye Su
Mixture Probabilistic Linear Discriminant Analyzer for Process Fault Classification. CAA SAFEPROCESS (2019)