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Wind turbine fault diagnosis based on Gaussian process classifiers applied to operational data Journal article
Renewable Energy, 2019,Page: 357-366
Authors:  Li,Yanting;  Liu,Shujun;  Shu,Lianjie
Favorite  |  View/Download:0/0  |  Submit date:2019/08/01
Conditional monitoring  Gaussian process classification  Predictive fault diagnosis  Support vector machine  Wind turbine  
A Multi-Model Combination Approach for Probabilistic Wind Power Forecasting Journal article
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019,Volume: 10,Issue: 1,Page: 226-237
Authors:  Lin, You;  Yang, Ming;  Wan, Can;  Wang, Jianhui;  Song, Yonghua
Favorite  |  View/Download:2/0  |  Submit date:2019/01/17
Terms-Multi-model combination  probabilistic forecasting  wind power  uncertainty  
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  
Prior Knowledge Based Probabilistic Collaborative Representation for Visual Recognition Journal article
IEEE Transactions on Cybernetics, 2018,Page: 1 - 11
Authors:  Rushi Lan;  Yicong Zhou;  Zhenbing Liu;  Xiaonan Luo
Favorite  |  View/Download:1/0  |  Submit date:2019/03/26
Collaborative Representation  Prior Knowledge  Representation-based Classifier  Visual Recognition  
An improved noninvasive method to detect Diabetes Mellitus using the Probabilistic Collaborative Representation based Classifier Journal article
INFORMATION SCIENCES, 2018,Volume: 467,Page: 477-488
Authors:  Shu, Ting;  Zhang, Bob;  Tang, Yuan Yan
Favorite  |  View/Download:6/0  |  Submit date:2018/10/30
Diabetes Mellitus  Facial key block analysis  Probabilistic collaborative representation based classifier  Medical biometrics  Noninvasive computerized disease detection  
Elephant search algorithm applied to data clustering Conference paper
Authors:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Wong, Raymond;  Millham, Richard;  Wong, Kelvin K. L.
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering  
Elephant search algorithm applied to data clustering Journal article
Soft Computing, 2018,Volume: 22,Issue: 18,Page: 6035-6046
Authors:  Deb S.;  Tian Z.;  Fong S.;  Wong R.;  Millham R.;  Wong K.K.L.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering  
Distributed Frequency Offsets Estimation Conference paper
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, Kalamata, GREECE, JUN 25-28, 2018
Authors:  Du J.;  Ma S.;  Yang G.
Favorite  |  View/Download:4/0  |  Submit date:2019/02/14
Belief Propagation  Frequency Offset  Probabilistic Graphical Model  
Effect of loading duration on uncertainty in creep analysis of clay Journal article
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS, 2018,Volume: 42,Issue: 11,Page: 1235-1254
Authors:  Tan, Fang;  Zhou, Wan-Huan;  Yuen, Ka-Veng
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
Bayesian probabilistic method  creep analysis  loading duration  model updating  uncertainty  
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