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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:11/0  |  Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Adaptive Hybrid Feature Selection-Based Classifier Ensemble for Epileptic Seizure Classification Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 29132-29145
Authors:  Alzami, Farrikh;  Tang, Juan;  Yu, Zhiwen;  Wu, Si;  Chen, C. L. Philip;  You, Jane;  Zhang, Jun
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Epileptic seizure detection and classification  discrete wavelet transform  hybrid feature selection  classifier ensemble  bagging  rank aggregation  adaptive  genetic algorithm  optimization  machine learning  
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  
Detecting Unusual Human Activities Using GPU-Enabled Neural Network and Kinect Sensors Journal article
INTERNET OF THINGS AND BIG DATA TECHNOLOGIES FOR NEXT GENERATION HEALTHCARE, 2017,Volume: 23,Page: 359-388
Authors:  Brito, Ricardo;  Fong, Simon;  Song, Wei;  Cho, Kyungeun;  Bhatt, Chintan;  Korzun, Dmitry;  Bhatt, C;  Dey, N;  Ashour, AS
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Unusual human activities  Neural network  Machine learning  GPU  Classification  Healthcare  Internet of Things  
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  
Learning with information entropy method for transportation image retrieval Journal article
International Journal of Multimedia and Ubiquitous Engineering, 2015,Volume: 10,Issue: 7,Page: 317-328
Authors:  Xiao-Jun, Liu;  Qing-Ling, Li;  Yong-Jian, Li;  Jun-Yi, Li
Favorite  |  View/Download:2/0  |  Submit date:2018/11/06