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Fast AUC Maximization Learning Machine With Simultaneous Outlier Detection Journal article
Sun, Yichen, Vong, Chi Man, Wang, Shitong. Fast AUC Maximization Learning Machine With Simultaneous Outlier Detection[J]. IEEE Transactions on Cybernetics, 2022, 53(11), 6843 - 6857.
Authors:  Sun, Yichen;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:9.4/10.3 | Submit date：2022/05/17
Anomaly Detection  Auc Maximization  Imbalance Classification  Kernel  Minimum Enclosing Ball (Meb)  Outlier Detection  Support Vector Machines  Task Analysis  Time Complexity  Training  Upper Bound  
Hierarchical outlier detection approach for online distributed structural identification Journal article
Ke Huang, Ka-Veng Yuen. Hierarchical outlier detection approach for online distributed structural identification[J]. Structural Control and Health Monitoring, 2020, 27(11), e2623.
Authors:  Ke Huang;  Ka-Veng Yuen
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:4.6/5.5 | Submit date：2021/03/09
Bayesian  Hierarchical Detection  Online Distributed Identification  Outlier Detection  Structural Health Monitoring  Wireless Sensor Network  
Multilayer one-class extreme learning machine Journal article
Dai,Haozhen, Cao,Jiuwen, Wang,Tianlei, Deng,Muqing, Yang,Zhixin. Multilayer one-class extreme learning machine[J]. Neural Networks, 2019, 115, 11-22.
Authors:  Dai,Haozhen;  Cao,Jiuwen;  Wang,Tianlei;  Deng,Muqing;  Yang,Zhixin
Favorite | TC[WOS]:59 TC[Scopus]:73  IF:6.0/7.9 | Submit date：2021/03/11
Kernel Learning  Ml-ocelm  Oc-elm  One-class Classification  Outlier/anomaly Detection  
Outlier detection and robust regression for correlated data Journal article
Ka-Veng Yuen, Gilberto A. Ortiz. Outlier detection and robust regression for correlated data[J]. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2016, 313, 632-646.
Authors:  ; et al.
Favorite | TC[WOS]:45 TC[Scopus]:56  IF:6.9/6.7 | Submit date：2018/10/30
Bayesian Inference  Correlated Noise  Maximum Likelihood  Model Updating  Outlier Detection  
A Novel Online Algorithm for Simultaneous Data Cleansing and Robust Damage Detection Conference paper
Yuen, K. V., Mu, H.Q.. A Novel Online Algorithm for Simultaneous Data Cleansing and Robust Damage Detection[C], 2014.
Authors:  Yuen, K. V.;  Mu, H.Q.
Favorite |  | Submit date：2022/07/27
Bayesian  damage detection  data cleansing outlier  real-time identification  structural health monitoring  
Novel outlier-resistant extended Kalman filter for robust online structural identification Journal article
He-Qing Mu, Ka-Veng Yuen. Novel outlier-resistant extended Kalman filter for robust online structural identification[J]. Journal of Engineering Mechanics, 2014, 141(1).
Authors:  He-Qing Mu;  Ka-Veng Yuen
Favorite | TC[WOS]:85 TC[Scopus]:92 | Submit date：2018/10/30
Bayesian Inference  Model Updating  Online Algorithm  Outlier Detection  Robust Kalman Filter  Structural Health Monitoring  System Identification  
Towards Robust Real-time System Conference paper
Yuen, K. V., Mu, H.Q., Kuok, S.C.. Towards Robust Real-time System[C], 2014.
Authors:  Yuen, K. V.;  Mu, H.Q.;  Kuok, S.C.
Favorite |  | Submit date：2022/07/27
Kalman filter  outlier detection  real-time algorithm  system identification  
Incremental Methods for Detecting Outliers from Multivariate Data Stream Conference paper
Simon Fong, Zhicong Luo, Bee Wah Yap, Suash Deb. Incremental Methods for Detecting Outliers from Multivariate Data Stream[C], 2014, 369-377.
Authors:  Simon Fong;  Zhicong Luo;  Bee Wah Yap;  Suash Deb
Favorite | TC[Scopus]:3 | Submit date：2019/02/13
Data Stream Mining  Incremental Processing  Outlier Detection