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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
Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition Journal article
COGNITIVE COMPUTATION, 2018,Volume: 10,Issue: 6,Page: 908-921
Authors:  Yang, Zhi-Xin;  Tang, Lulu;  Zhang, Kun;  Wong, Pak Kin
Favorite  |  View/Download:8/0  |  Submit date:2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation  
A novel AdaBoost framework with robust threshold and structural optimization Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 64-76
Authors:  Zhang P.-B.;  Yang Z.-X.
Favorite  |  View/Download:8/0  |  Submit date:2018/12/22
Adaboost Algorithm  Bounds Of Empirical Error  Ensemble Method  Generalization Error  Indoor Positioning System  Robust Threshold  Special Single-layer Neural Network  Structural Optimization  
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  
ELM Meets RAE-ELM: A hybrid intelligent model for multiple fault diagnosis and remaining useful life predication of rotating machinery Conference paper
Proceedings of the International Joint Conference on Neural Networks, Vancouver, BC, Canada, 24-29 July 2016
Authors:  Yang Z.-X.;  Zhang P.-B.
Favorite  |  View/Download:2/0  |  Submit date:2018/12/22
Extreme Learning Machine (Elm)  Fault Diagnosis  Hybrid Intelligent Model  Network  Predication  Remaining Useful Life  
Rotor resistance online identification of vector controlled induction motor based on neural network Journal article
Mathematical Problems in Engineering, 2014,Volume: 2014
Authors:  Fan B.;  Yang Z.;  Xu W.;  Wang X.
Favorite  |  View/Download:2/0  |  Submit date:2018/12/22
Machine learning method with compensation distance technique for gear fault detection Conference paper
Proceedings of the World Congress on Intelligent Control and Automation (WCICA), Taipei, Taiwan, 21-25 June 2011
Authors:  Yang Z.;  Zhong J.;  Wong S.F.
Favorite  |  View/Download:8/0  |  Submit date:2018/12/22
Artificial Neural Network  Distance Evaluation Technique  Feature Extraction  Gearbox Faults Diagnosis  Support Vector Machines  
Gearbox fault diagnosis based on artificial neural network and genetic algorithms Conference paper
Proceedings 2011 International Conference on System Science and Engineering, ICSSE 2011, Macao, China, 8-10 June 2011
Authors:  Yang Z.;  Hoi W.I.;  Zhong J.
Favorite  |  View/Download:5/0  |  Submit date:2018/12/22
Artificial Neural Networks  Fault Diagnosis  Feature Selection  Genetic Algorithm