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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
Design of Reconfigurable Planar Micro-Positioning Stages Based on Function Modules Journal article
IEEE Access, 2019,Volume: 7,Page: 15102 - 15112
Authors:  Bingxiao Ding;  Zhi-Xin Yang;  Xiao Xiao;  Geng Zhang
Favorite  |  View/Download:2/0  |  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  
Single and Simultaneous Fault Diagnosis With Application to a Multistage Gearbox: A Versatile Dual-ELM Network Approach Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018,Volume: 14,Issue: 12,Page: 5245-5255
Authors:  Yang, Zhi-Xin;  Wang, Xian-Bo;  Wong, Pak Kin
Favorite  |  View/Download:4/0  |  Submit date:2019/01/17
Extreme Learning Machines (Elm)  Fault Diagnosis  Local Mean Decomposition (Lmd)  Single And Simultaneous Faults  Multistage Gearbox  
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  
Novel Particle Swarm Optimization-Based Variational Mode Decomposition Method for the Fault Diagnosis of Complex Rotating Machinery Journal article
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2018,Volume: 23,Issue: 1,Page: 68-79
Authors:  Wang, Xian-Bo;  Yang, Zhi-Xin;  Yan, Xiao-An
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Complex rotating machinery  fault diagnosis  particle swarm optimization (PSO)  signal processing  variational mode decomposition (VMD)  
Novel paralleled extreme learning machine networks for fault diagnosis of wind turbine drivetrain Journal article
Memetic Computing, 2018
Authors:  Xian-Bo Wang;  Zhi-Xin Yang;  Pak Kin Wong;  Chao Deng
Favorite  |  View/Download:2/0  |  Submit date:2019/04/04
Fault Diagnosis  Vibration Analysis  Wind Turbine Drivetrain  Local Mean Decomposition  Multilayer Extreme Learning Machines  Wind Energy  
Initial-Training-Free Online Sequential Extreme Learning Machine Based Adaptive Engine Air-fuel Ratio Control Journal article
International Journal of Machine Learning and Cybernetics, 2018
Authors:  Pak Kin Wong;  Xiang Hui Gao;  Ka In Wong;  Chi Man Vong;  Zhi-Xin Yang
Favorite  |  View/Download:5/0  |  Submit date:2019/04/04
Automotive Engine  Air–fuel Ratio  Online Sequential Extreme Learning Machine  Adaptive Control  
A ripple-based maximum power point tracking method for three-phase grid-connected photovoltaic inverter Journal article
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2018,Volume: 40,Issue: 2,Page: 615-629
Authors:  Wang, Xian-Bo;  Yang, Zhi-Xin;  Wang, Jun-Xiao
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Photovoltaic Inverter  Maximum Power Point Tracking  Single-stage System  Adaptive Perturb And Observe  Partially Shaded Conditions  
Learning Combinatorial Global and Local Features on 3D Point Clouds Conference paper
2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI), Guangzhou, China, 8-12 Oct. 2018
Authors:  Luqing Luo;  Lulu Tang;  Zhi-Xin Yang
Favorite  |  View/Download:6/0  |  Submit date:2019/04/02