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Canonical Correlation Analysis Regularization: An Effective Deep Multi-View Learning Baseline for RGB-D Object Recognition Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2019,Volume: 11,Issue: 1,Page: 107 - 118
Authors:  Lulu Tang;  Zhi-Xin Yang;  Kui Jia
Favorite  |  View/Download:12/0  |  Submit date:2019/04/04
Fault diagnosis of rotating machinery based on multiple probabilistic classifiers Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 108,Page: 99-114
Authors:  Zhong, Jian-Hua;  Wong, Pak Kin;  Yang, Zhi-Xin
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Correlated EEMD and effective feature extraction for both periodic and irregular faults diagnosis in rotating machinery Journal article
Energies, 2017,Volume: 10,Issue: 10
Authors:  Liang J.;  Zhong J.-H.;  Yang Z.-X.
Favorite  |  View/Download:4/0  |  Submit date:2018/12/22
Acoustic Signal  Ensemble Empirical Mode Decomposition  Sample Entropy  Singular Value Decomposition  Sparse Bayesian Extreme Learning Machine  
A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine Journal article
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2017,Volume: 231,Issue: 6,Page: 1146-1161
Authors:  Wong, Pak Kin;  Zhong, Jian-Hua;  Yang, Zhi-Xin;  Vong, Chi Man
Favorite  |  View/Download:19/0  |  Submit date:2018/10/30
Rotating Machinery  Simultaneous-fault Diagnosis  Pairwise-coupled Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Representational learning for fault diagnosis of wind turbine equipment: A multi-layered extreme learning machines approach Journal article
Energies, 2016,Volume: 9,Issue: 6
Authors:  Yang Z.-X.;  Wang X.-B.;  Zhong J.-H.
Favorite  |  View/Download:2/0  |  Submit date:2018/12/22
Autoencoder (Ae)  Classification  Extreme Learning Machines (Elm)  Fault Diagnosis  Wind Turbine  
A hybrid EEMD-based SampEn and SVD for acoustic signal processing and fault diagnosis Journal article
Entropy, 2016,Volume: 18,Issue: 4
Authors:  Yang Z.-X.;  Zhong J.-H.
Favorite  |  View/Download:3/0  |  Submit date:2018/12/22
Acoustic Signal Processing  Ensemble Empirical Mode Decomposition (Eemd)  Fault Diagnosis  Hybrid System  Sample Entropy (Sampen)  Singular Value Decomposition (Svd)  
Simultaneous-fault diagnosis of gearboxes using probabilistic committee machine Journal article
Sensors (Switzerland), 2016,Volume: 16,Issue: 2
Authors:  Zhong J.-H.;  Wong P.K.;  Yang Z.-X.
Favorite  |  View/Download:4/0  |  Submit date:2018/12/22
Hilbert-huang Transform  Pairwise-coupling Probabilistic Committee Machine  Simultaneous-fault Diagnosis  
Sparse Bayesian extreme learning committee machine for engine simultaneous fault diagnosis Journal article
Neurocomputing, 2016,Volume: 174,Page: 331-343
Authors:  Wong P.K.;  Zhong J.;  Yang Z.;  Vong C.M.
Favorite  |  View/Download:6/0  |  Submit date:2018/12/22
Automotive Engine  Multi-signal Fusion  Probabilistic Committee Machine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  
An Effective Fault Feature Extraction Method for Gas Turbine Generator System Diagnosis Journal article
Shock and Vibration, 2016,Volume: 2016
Authors:  Zhong J.-H.;  Liang J.;  Yang Z.-X.;  Wong P.K.;  Wang X.-B.
Favorite  |  View/Download:3/0  |  Submit date:2018/12/22
Control strategy of three-phase photovoltaic inverter under low-voltage ride-through condition Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
Authors:  Wang X.;  Yang Z.;  Fan B.;  Xu W.
Favorite  |  View/Download:2/0  |  Submit date:2018/12/22