Hidden Markov Model Combined with Kernel Principal Component Analysis for Nonlinear Multimode Process Fault Detection. - Peng Peng 006; Jiaxin Zhao; Yi Zhang 133; Heming Zhang 001 (CASE, 2019)

A Novel Fault Detection and Diagnosis Method Based on Gaussian-Bernoulli Restricted Boltzmann Machine. - Peng Peng 006; Yinan Wu 002; Yi Zhang 133; Heming Zhang 001 (SMC, 2019)

Anomaly Detection for Industry Product Quality Inspection based on Gaussian Restricted Boltzmann Machine. - Yi Zhang 133; Peng Peng 006; Chongdang Liu; Heming Zhang 001 (SMC, 2019)

A Robust and Sparse Process Fault Detection Method Based on RSPCA. - Peng Peng 006; Yi Zhang 133; Feng Liu 039; Hongwei Wang 001; Heming Zhang 001 (IEEE Access, 2019)

Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis. - Peng Peng 006; Wenjia Zhang; Yi Zhang 133; Yanyan Xu 004; Hongwei Wang 001; Heming Zhang 001 (Neurocomputing, 2020)

Imbalanced Fault Diagnosis Based on Particle Swarm Optimization and Sparse Auto-Encoder. - Peng Peng 006; Wenjia Zhang; Yi Zhang 133; Hongwei Wang 001; Heming Zhang 001 (CSCWD, 2021)

Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis. - Peng Peng 006; Wenjia Zhang; Yi Zhang 133; Hongwei Wang 001; Heming Zhang 001 (Appl. Soft Comput., 2022)

A sequential resampling approach for imbalanced batch process fault detection in semiconductor manufacturing. - Yi Zhang 133; Peng Peng 006; Chongdang Liu; Yanyan Xu 004; Heming Zhang 001 (J. Intell. Manuf., 2022)

Progressively Balanced Supervised Contrastive Representation Learning for Long-Tailed Fault Diagnosis. - Peng Peng 006; Jiaxun Lu; Shuting Tao; Ke Ma; Yi Zhang 133; Hongwei Wang 001; Heming Zhang 001 (IEEE Trans. Instrum. Meas., 2022)