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Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin, Li, Jia ming. Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder[J]. Expert Systems with Applications, 2024, 254, 124256.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin;  Li, Jia ming
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date:2024/07/04
Federated Learning  Intelligent Fault Diagnosis  Stacked Capsule Autoencoder  Wind Turbine  
A Novel Rotating Machinery Fault Diagnosis System Using Ensemble Learning Capsule Autoencoder Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin. A Novel Rotating Machinery Fault Diagnosis System Using Ensemble Learning Capsule Autoencoder[J]. IEEE Sensors Journal, 2024, 24(1), 1018-1027.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.3/4.2 | Submit date:2024/02/22
Ensemble Learning  Intelligent Fault Diagnosis (Ifd)  Rotating Machinery  Stacked Capsule Autoencoder (Scae)  
A Novel Electric Motor Fault Diagnosis by Using a Convolutional Neural Network, Normalized Thermal Images and Few-Shot Learning Journal article
Li, Qing Yuan, Wong, Pak Kin, Vong, Chi Man, Fei, Kai, Chan, In Neng. A Novel Electric Motor Fault Diagnosis by Using a Convolutional Neural Network, Normalized Thermal Images and Few-Shot Learning[J]. Electronics, 2024, 13(1), 108.
Authors:  Li, Qing Yuan;  Wong, Pak Kin;  Vong, Chi Man;  Fei, Kai;  Chan, In Neng
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:2.6/2.6 | Submit date:2024/02/22
Convolutional Neural Network  Few-shot Learning  Infrared Thermal  Intelligent Diagnosis  
Semi-Supervised Self-Correcting Graph Neural Network for Intelligent Fault Diagnosis of Rotating Machinery Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin. Semi-Supervised Self-Correcting Graph Neural Network for Intelligent Fault Diagnosis of Rotating Machinery[J]. IEEE Transactions on Instrumentation and Measurement, 2023, 72, 1-11.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin
Favorite | TC[WOS]:0 TC[Scopus]:8  IF:5.6/5.6 | Submit date:2024/02/22
Deep Learning  Expectation Maximization (Em) Algorithm  Graph Neural Network (Gnn)  Intelligent Fault Diagnosis (Ifd)  Rotating Machine  
Intelligent fault monitoring and diagnosis of tunnel fans using a hierarchical cascade forest Journal article
Yang, Zhi Xin, Li, Chao Shun, Wang, Xian Bo, Chen, Hao. Intelligent fault monitoring and diagnosis of tunnel fans using a hierarchical cascade forest[J]. ISA Transactions, 2022, 136, 442-454.
Authors:  Yang, Zhi Xin;  Li, Chao Shun;  Wang, Xian Bo;  Chen, Hao
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:6.3/5.9 | Submit date:2023/01/30
Confidence Estimation  Deep Forest  Hierarchical Cascade Structure  Intelligent Fault Diagnosis  Random Forest  Tunnel Fans  
Intelligent diagnosis of gastric intestinal metaplasia based on convolutional neural network and limited number of endoscopic images Journal article
Yan, T., Wong, P.K., Choi, I.C., Vong, C.M., Yu, H.H.. Intelligent diagnosis of gastric intestinal metaplasia based on convolutional neural network and limited number of endoscopic images[J]. Computers in Biology and Medicine (SCI-E), 2020, 104026-1-8.
Authors:  Yan, T.;  Wong, P.K.;  Choi, I.C.;  Vong, C.M.;  Yu, H.H.
Favorite |   IF:7.0/6.7 | Submit date:2022/08/09
Gastric intestinal metaplasia  Intelligent diagnosis  Narrow-band imaging  Magnifying narrow-band imaging  Convolutional neural network  
Intelligent diagnosis of gastric intestinal metaplasia based on convolutional neural network and limited number of endoscopic images Journal article
Yan, Tao, Wong, Pak Kin, Choi, I Cheong, Vong, Chi Man, Yu, Hon Ho. Intelligent diagnosis of gastric intestinal metaplasia based on convolutional neural network and limited number of endoscopic images[J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2020, 126, 104026.
Authors:  Yan, Tao;  Wong, Pak Kin;  Choi, I Cheong;  Vong, Chi Man;  Yu, Hon Ho
Favorite | TC[WOS]:33 TC[Scopus]:44  IF:7.0/6.7 | Submit date:2021/03/09
Gastric Intestinal Metaplasia  Intelligent Diagnosis  Narrow-band Imaging  Magnifying Narrow-band Imaging  Convolutional Neural Network  
ELM Meets RAE-ELM: A hybrid intelligent model for multiple fault diagnosis and remaining useful life predication of rotating machinery Conference paper
Yang Z.-X., Zhang P.-B.. ELM Meets RAE-ELM: A hybrid intelligent model for multiple fault diagnosis and remaining useful life predication of rotating machinery[C], 2016, 2321-2328.
Authors:  Yang Z.-X.;  Zhang P.-B.
Favorite | TC[WOS]:12 TC[Scopus]:18 | Submit date:2018/12/22
Extreme Learning Machine (Elm)  Fault Diagnosis  Hybrid Intelligent Model  Network  Predication  Remaining Useful Life