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Interval type-2 outlier-robust picture fuzzy clustering and its application in medical image segmentation Journal article
Yingxu Wang, Long Chen, Jin Zhou, Tianjun Li, C. L.Philip Chen. Interval type-2 outlier-robust picture fuzzy clustering and its application in medical image segmentation[J]. Applied Soft Computing, 2022, 122.
Authors:  Yingxu Wang;  Long Chen;  Jin Zhou;  Tianjun Li;  C. L.Philip Chen
Favorite | TC[WOS]:13 TC[Scopus]:16  IF:7.2/7.0 | Submit date：2022/08/02
Interval Type-2 Fuzzy Clustering  Medical Image Segmentation  Outlier-robust  Picture Fuzzy Clustering  
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  
Robust Geometric Model Fitting Based on Nonnegative Matrix Underapproximation with Pruning Techniques for Multi-Structure Data Journal article
Lin, Shu Yuan, Lai, Tao Tao, Yan, Yan, Zhang, Li Ming, Wang, Han Zi. Robust Geometric Model Fitting Based on Nonnegative Matrix Underapproximation with Pruning Techniques for Multi-Structure Data[J]. Jisuanji Xuebao/Chinese Journal of Computers, 2021, 44(7), 1414-1429.
Authors:  Lin, Shu Yuan;  Lai, Tao Tao;  Yan, Yan;  Zhang, Li Ming;  Wang, Han Zi
Favorite | TC[Scopus]:0 | Submit date：2021/12/08
Computer Vision  Multiple-structure Data  Nonnegative Matrix Underapproximation  Outlier Pruning  Robust Geometric Model Fitting  
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  
Bayesian Learning–Based Data Analysis of Uniaxial Compressive Strength of Rock: Relevance Feature Selection and Prediction Reliability Assessment Journal article
Mu, H.Q., Yuen, K. V.. Bayesian Learning–Based Data Analysis of Uniaxial Compressive Strength of Rock: Relevance Feature Selection and Prediction Reliability Assessment[J]. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 2020, 1-8.
Authors:  Mu, H.Q.;  Yuen, K. V.
Favorite | TC[WOS]:8 TC[Scopus]:8  IF:2.3/2.4 | Submit date：2022/07/27
Classification  Sparse Bayesian Learning  Outlier Analysis  Uniaxial Compressive Strength  
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  
Prediction on Uniaxial Compressive Strength of Rock: Bayesian Inference and Outlier Analysis Conference paper
Mu, H.Q., Yuen, K. V., Ng, I. T.. Prediction on Uniaxial Compressive Strength of Rock: Bayesian Inference and Outlier Analysis[C], 2017.
Authors:  Mu, H.Q.;  Yuen, K. V.;  Ng, I. T.
Favorite |  | Submit date：2022/07/27
Bayesian  outlier  
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:  Ka-Veng Yuen;  Gilberto A. Ortiz
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  
Advances in Online Structural Identification Book chapter
出自: Encyclopedia of Earthquake Engineering:Springer, 2015, 页码:20-33
Authors:  Yuen, K. V.
Favorite |  | Submit date：2022/07/27
Bayesian inference  extended Kalman filter  model class selection  model updating  nonparametric identification  online updating  outlier  structural health monitoring  system identification  
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