Lianfang Cai

Publication Activity (10 Years)

Years Active: 2013-2017
Publications (10 Years): 5

Top Topics

Imbalanced Datasets

Active Learning

Fault Detection

Top Venues

Comput. Electr. Eng.

Publications

Lianfang Cai, Xuemin Tian, Sheng Chen
Monitoring Nonlinear and Non-Gaussian Processes Using Gaussian Mixture Model-Based Weighted Kernel Independent Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 28 (1) (2017)
Lianfang Cai, Nina F. Thornhill, Stefanie Kuenzel, Bikash C. Pal
Real-Time Detection of Power System Disturbances Based on k-Nearest Neighbor Analysis. IEEE Access 5 (2017)
Ni Zhang, Xuemin Tian, Lianfang Cai, Xiaogang Deng
Process fault detection based on dynamic kernel slow feature analysis. Comput. Electr. Eng. 41 (2015)
Xuemin Tian, Lianfang Cai, Sheng Chen
Noise-resistant joint diagonalization independent component analysis based process fault detection. Neurocomputing 149 (2015)
Lixing Chen, Xuemin Tian, Lianfang Cai
FIM-Based Pairwise Selection for Active Learning on Imbalanced Datasets. SMC (2015)
Lianfang Cai, Xuemin Tian, Sheng Chen
A process monitoring method based on noisy independent component analysis. Neurocomputing 127 (2014)
Lianfang Cai, Xuemin Tian, Honglong Chen
Nonlinear Process Fault Diagnosis Using Kernel ICA and Improved FDA. ALCOSP (2013)