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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:13/0  |  Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee 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:21/0  |  Submit date:2018/10/30
Rotating Machinery  Simultaneous-fault Diagnosis  Pairwise-coupled Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Learning Proximity Relations for Feature Selection Journal article
IEEE Transactions on Knowledge and Data Engineering, 2016,Volume: 28,Issue: 5,Page: 1231-1244
Authors:  Taiping Zhang;  Pengfei Ren;  Yao Ge;  Yali Zheng;  Yuan Yan Tang;  C.L. Philip Chen
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Classification  Feature Evaluation  Feature Selection  Gene Selection  Microarray Analysis  
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)  
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  
Ensemble extreme learning machine and sparse representation classification Journal article
Journal of the Franklin Institute, 2016,Volume: 353,Issue: 17,Page: 4526
Authors:  Cao J.;  Hao J.;  Lai X.;  Vong C.-M.;  Luo M.
Favorite  |  View/Download:3/0  |  Submit date:2018/10/30
Hybrid Sampling with Bagging for Class Imbalance Learning Conference paper
Lecture Notes in Computer Science (ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING), Univ Auckland, Auckland, NEW ZEALAND, APR 19-22, 2016
Authors:  Yang Lu;  Yiu-ming Cheung;  Yuan Yan Tang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Class Imbalance Learning  Ensemble Method  Hybrid Sampling  Sampling Method  
Constructing better classifier ensemble based on weighted accuracy and diversity measure Journal article
The Scientific World Journal, 2014,Volume: 2014
Authors:  Zeng X.;  Wong D.F.;  Chao L.S.
Favorite  |  View/Download:3/0  |  Submit date:2018/12/24
Rule Generation and Evaluation by Data Mining Ensembles for Clinical Decision Support Conference paper
Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2013, Innsbruck, Austria, February 13 - 15, 2013
Authors:  Simon Fong;  Luke Lu;  Kun Lan;  Osama Mohammed;  Jinan Fiaidhi;  Sabah Mohammed
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Clinical Decision Support  Ensemble Data Mining  Medical Informatics  Rule-based System  
Ensemble Learning on Portuguese POS Tagging Conference paper
In III SIMELP Simpósio Mundial de Estudos de Língua Portguguesa, SIMPÓSIO 46 - Propostas Integração de Metodologias para o Estudo do Processo Tradutório., Macau, China, 2011
Authors:  Xiao-Dong ZENG;  Sam CHAO;  Fai WONG
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Ensemble Learning  Classifier Selection  Pos Tagging  Sbcb