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Review on smartphone sensing technology for structural health monitoring Review article
2023
Authors:  Sarmadi, Hassan;  Entezami, Alireza;  Yuen, Ka Veng;  Behkamal, Bahareh
Favorite | TC[WOS]:26 TC[Scopus]:35  IF:5.2/4.8 | Submit date：2024/01/02
Civil Structures  Computer Vision  Crowdsourcing  Internet-of-things  Sensing Technology  Smartphone  Smartphone Apps  Structural Health Monitoring  Vibration  
A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods Journal article
Mohammad Hassan Daneshvar, Hassan Sarmadi, Ka-Veng Yuen. A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods[J]. MEASUREMENT, 2023, 208, 112465.
Authors:  Mohammad Hassan Daneshvar;  Hassan Sarmadi;  Ka-Veng Yuen
Favorite | TC[WOS]:15 TC[Scopus]:22  IF:5.2/4.8 | Submit date：2023/02/22
Dictionary Learning  Environmental Variability  Hybrid Learning  Local Learning  Structural Health Monitoring  Unsupervised Learning  
Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling Journal article
Sarmadi, Hassan, Yuen, Ka Veng. Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling[J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 173, 109049.
Authors:  Sarmadi, Hassan;  Yuen, Ka Veng
Favorite | TC[WOS]:51 TC[Scopus]:58  IF:7.9/8.0 | Submit date：2022/05/13
Generalized Extreme Value  Machine Learning  Mixture Quantile  Probabilistic Anomaly Detection  Structural Health Monitoring  Threshold Estimation  
Early damage detection by an innovative unsupervised learning method based on kernel null space and peak-over-threshold Journal article
Hassan Sarmadi, Ka Veng Yuen. Early damage detection by an innovative unsupervised learning method based on kernel null space and peak-over-threshold[J]. Computer-Aided Civil and Infrastructure Engineering, 2021, 36(9), 1150-1167.
Authors:  Hassan Sarmadi;  Ka Veng Yuen
Favorite | TC[WOS]:72 TC[Scopus]:78  IF:8.5/10.8 | Submit date：2021/12/08
Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Hassan Sarmadi, Alireza Entezami, Behzad Saeedi Razavi, Ka-Veng Yuen. Ensemble learning-based structural health monitoring by Mahalanobis distance metrics[J]. Structural Control & Health Monitoring, 2020, 28(2), e2663.
Authors:  Hassan Sarmadi;  Alireza Entezami;  Behzad Saeedi Razavi;  Ka-Veng Yuen
Favorite | TC[WOS]:69 TC[Scopus]:79  IF:4.6/5.5 | Submit date：2021/03/09
Damage Detection  Ensemble Learning  Environmental Variability  Mahalanobis Distance  Structural Health Monitoring  Unsupervised Learning