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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  
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  
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  
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  
A technical and business perspective on wireless sensor network for manufacturing execution system Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
Authors:  Xu W.;  Yang Z.;  Wang X.
Favorite  |  View/Download:2/0  |  Submit date:2018/12/22
A Robust AdaBoost.RT Based Ensemble Extreme Learning Machine Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
Authors:  Zhang P.;  Yang Z.
Favorite  |  View/Download:2/0  |  Submit date:2018/12/22
Ensemble Extreme Learning Machine Based on a New Self-adaptive AdaBoost.RT Conference paper
Proceedings of ELM-2014, Singapore, December 8-10, 2014
Authors:  Pengbo Zhang;  Zhixin Yang
Favorite  |  View/Download:3/0  |  Submit date:2019/04/02
Extreme Learning Machine  Single-hidden Layer Feedforward Networks  Self-adaptive Adaboost.rt Algorithm  Regression  Ensemble  
Simultaneous-fault diagnosis of gas turbine generator systems using a pairwise-coupled probabilistic classifier Journal article
Mathematical Problems in Engineering, 2013,Volume: 2013
Authors:  Yang Z.;  Wong P.K.;  Vong C.M.;  Zhong J.;  Liang J.
Favorite  |  View/Download:5/0  |  Submit date:2018/12/22