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Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 173
Authors:  Sarmadi, Hassan;  Yuen, Ka Veng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Generalized extreme value  Machine learning  Mixture quantile  Probabilistic anomaly detection  Structural health monitoring  Threshold estimation  
A data fusion based diagnostic methodology for in-situ debonding detection in beam-like honeycomb sandwich structures with fiber Bragg grating sensors Journal article
Measurement: Journal of the International Measurement Confederation, 2022,Volume: 191
Authors:  Yin, Jieming;  Wang, Zechao;  Liao, Wenlin;  Hong, Liu;  Ding, Yangyang;  Zhou, Zude
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/28
Data Fusion  Debonding Defect  Diagnosis  Fiber Bragg Grating  Honeycomb Sandwich Structure  
Bolt damage identification based on orientation-aware center point estimation network Journal article
Structural Health Monitoring, 2022,Volume: 21,Issue: 2,Page: 438-450
Authors:  Zhang, Yang;  Yuen, Ka Veng
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2022/03/28
Bolt Damage  Deep Learning  Image  Rotated Bounding Box  
Structural Assessment under Uncertain Parameters via the Interval Optimization Method Using the Slime Mold Algorithm Journal article
Applied Sciences (Switzerland), 2022,Volume: 12,Issue: 4
Authors:  Ghiasi, Ramin;  Noori, Mohammad;  Kuok, Sin Chi;  Silik, Ahmed;  Wang, Tianyu;  Pozo, Francesc;  Altabey, Wael A.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/04
Model Updating Method  Non‐probabilistic Structural Damage Identification  Slime Mold Algorithm  Uncertainty Quantification  
Structural anomaly detection based on probabilistic distance measures of transmissibility function and statistical threshold selection scheme Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 162
Authors:  Yan, Wang Ji;  Chronopoulos, Dimitrios;  Yuen, Ka Veng;  Zhu, Yi Chen
Favorite |  | TC[WOS]:5 TC[Scopus]:10 | Submit date:2021/09/10
Bayesian Analysis  Damage Detection  Probabilistic Distance Measure  Structural Health Monitoring  Transmissibility Function  Uncertainty Quantification  
Crack detection using fusion features-based broad learning system and image processing Journal article
Computer-Aided Civil and Infrastructure Engineering, 2021,Volume: 36,Issue: 12,Page: 1568-1584
Authors:  Zhang, Yang;  Yuen, Ka Veng
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/12/08
Ground Plane Context Aggregation Network for Day-and-Night on Vehicular Pedestrian Detection Journal article
IEEE Transactions on Intelligent Transportation Systems, 2021,Volume: 22,Issue: 10,Page: 6395-6406
Authors:  Xu, Zhewei;  Vong, Chi Man;  Wong, Chi Chong;  Liu, Qiong
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2022/05/13
ADAS  false positive  Pedestrian detection  
A 0.2-terahertz ceramic relic detection system based on iterative threshold filtering imaging and neural network Journal article
Electronics (Switzerland), 2021,Volume: 10,Issue: 18
Authors:  Mao, Yiqing;  Wu, Tianxiang;  Chen, Yong;  Ma, Shunli
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/10/28
Ceramic Relic Detection System  Heritage Conservation  Iterative Threshold Filtering  Neural Network  Nondestructive Testing  Terahertz Wave Imaging  
Early damage detection by an innovative unsupervised learning method based on kernel null space and peak-over-threshold Journal article
Computer-Aided Civil and Infrastructure Engineering, 2021,Volume: 36,Issue: 9,Page: 1150-1167
Authors:  Sarmadi, Hassan;  Yuen, Ka Veng
Favorite |  | TC[WOS]:16 TC[Scopus]:21 | Submit date:2021/12/08
FIFL: A Fair Incentive Mechanism for Federated Learning Conference paper
ACM International Conference Proceeding Series
Authors:  Gao, Liang;  Li, Li;  Chen, Yingwen;  Zheng, Wenli;  Xu, Cheng Zhong;  Xu, Ming
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/08
attack detection  federated learning  incentive mechanism