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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 |  | TC[WOS]:34 TC[Scopus]:39 | Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
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 |  | TC[WOS]:33 TC[Scopus]:40 | Submit date:2018/12/22
Automotive Engine  Multi-signal Fusion  Probabilistic Committee Machine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  
Simultaneous-fault diagnosis of automotive engine ignition systems using prior domain knowledge and relevance vector machine Journal article
Mathematical Problems in Engineering, 2013,Volume: 2013
Authors:  Vong C.-M.;  Wong P.-K.;  Ip W.-F.;  Chiu C.-C.
Favorite |  | TC[WOS]:12 TC[Scopus]:17 | Submit date:2018/10/30
A new framework of simultaneous-fault diagnosis using pairwise probabilistic multi-label classification for time-dependent patterns Journal article
IEEE Transactions on Industrial Electronics, 2013,Volume: 60,Issue: 8,Page: 3372
Authors:  Vong C.-M.;  Wong P.-K.;  Ip W.-F.
Favorite |  | TC[WOS]:44 TC[Scopus]:49 | Submit date:2018/10/30
Automotive Applications  Fault Diagnosis  Feature Extraction  Genetic Algorithms (Ga)  Ignition  Internal Combustion Engines  Multiple Signal Classification  Principal Component Analysis (Pca)  Wavelet Packets  
Simultaneous faults diagnosis for automotive ignition patterns Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics, China, July, 2011
Authors:  Vong C.-M.;  Wong P.-K.;  Ip W.-F.
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/13
Automotive Ignition Patterns  Feature Extraction  Multi-label Probabilistic Classification  Simultaneous Faults Diagnosis  
Case-based expert system using wavelet packet transform and kernel-based feature manipulation for engine ignition system diagnosis Journal article
Engineering Applications of Artificial Intelligence, 2011,Volume: 24,Issue: 7,Page: 1281-1294
Authors:  Vong C.-M.;  Wong P.-K.;  Ip W.-F.
Favorite |  | TC[WOS]:16 TC[Scopus]:22 | Submit date:2019/02/13
Case Based Reasoning (Cbr)  Engine Spark Ignition Signal Analysis  Kernel K-means (Kkm)  Kernel Principal Component Analysis (Kpca)  Wavelet Packet Transform (Wpt)  
Ignition pattern analysis for automotive engine trouble diagnosis using wavelet packet transform and support vector machines Journal article
Chinese Journal of Mechanical Engineering (English Edition), 2011,Volume: 24,Issue: 5,Page: 870-878
Authors:  VONG Chi-man;  WONG Pak-kin;  TAM Lap-mou;  ZHANG Zaiyong
Favorite |  | TC[WOS]:5 TC[Scopus]:12 | Submit date:2019/02/13
Automotive Engine  Ignition Pattern Diagnosis  Pattern Classification  Support Vector Machines  Wavelet Packet Transform  
Engine ignition signal diagnosis with Wavelet Packet Transform and Multi-class Least Squares Support Vector Machines Journal article
Expert Systems with Applications, 2011,Volume: 38,Issue: 7,Page: 8563
Authors:  Vong C.M.;  Wong P.K.
Favorite |  | TC[WOS]:39 TC[Scopus]:60 | Submit date:2018/10/30
Automotive Engine Ignition Pattern Diagnosis  Multi-class Least Squares Support Vector Machines  Pattern Classification  Wavelet Packet Transform  
Case-based classification system with clustering for automotive engine spark ignition diagnosis Conference paper
Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010, Yamagata, Japan, 18-20 Aug. 2010
Authors:  Vong C.M.;  Wong P.K.;  Ip W.F.
Favorite |  | TC[WOS]:0 TC[Scopus]:7 | Submit date:2019/02/13
Automotive Engine Spark Ignition Signal Diagnosis  Case Based Reasoning  Clustering  Expert System  
Support Vector Classification using Domain Knowledge and Extracted Pattern Features for Engine Ignition System Diagnosis Journal article
Journal of the Chinese Society of Mechanical Engineers, 2010,Volume: 31,Issue: 5,Page: 363-373
Authors:  Chi-man Vong;  Pak-kin Wong;  Weng-fai Ip
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2019/04/10
Support Vector Machine  Engine Ignition Pattern Analysis  Wavelet Packet Transform  Kernel Principal Component Analysis