Search results: Sage Journals

Restricted accessResearch articleFirst published October 21, 2020

Anomaly detection of bridge health monitoring data based on KNN algorithm

Zhen Lei, Liang Zhu, Youliang Fang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Restricted accessResearch articleFirst published July, 2024

Bridge anomaly detection based on reconstruction error and structural similarity of unsupervised convolutional auto-encoder

Shuai Teng, Zongchao Liu, Wenjun Luo [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published April, 2022

Probabilistic anomaly trend detection for cable-supported bridges using confidence interval estimation

Xiang Xu, Zhen-Dong Qian, Qiao Huang [...]

Advances in Structural Engineering

Restricted accessResearch articleFirst published November, 2025

Effective alerting for bridge monitoring via a machine learning-based anomaly detection method

Juntao Kang, Lei Wang, Wenbin Zhang [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published March, 2023

Multi-index probabilistic anomaly detection for large span bridges using Bayesian estimation and evidential reasoning

Xiang Xu, Michael C Forde, Yuan Ren [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published June, 2022

Detecting Anomalies in National Bridge Inventory Databases Using Machine Learning Methods

Ehsan Fereshtehnejad, Gianluca Gazzola, Pratik Parekh [...]

Transportation Research Record: Journal of the Transportation Research Board

Restricted accessResearch articleFirst published 2026

Long-term vibration monitoring of bridges with environmental variability mitigation by teacher–student clustering and regional anomaly detection

Mohammadreza Mahmoudkelayeh, Behnam Adhami, Behzad Saeedi Razavi

Structural Health Monitoring

Restricted accessResearch articleFirst published 2026

A deep learning-empowered data anomaly detection method based on a symmetric dot pattern for bridge monitoring data

Xiang Xu, Xin Liu, Yao Jin [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published 2026

Anomaly detection for bridges under moving loads with input-independent probabilistic feature distance measure and extreme value theory

Yu-Song Liu, Wang-Ji Yan, Ka-Veng Yuen [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published September, 2024

Optimal tuning of three deep learning methods with signal processing and anomaly detection for multi-class damage detection of a large-scale bridge

Rouzbeh Doroudi, Seyed Hossein Hosseini Lavassani, Mohsen Shahrouzi

Structural Health Monitoring

Restricted accessResearch articleFirst published October 21, 2020

Anomaly detection of bridge health monitoring data based on KNN algorithm

Zhen Lei, Liang Zhu, Youliang Fang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Restricted accessResearch articleFirst published July, 2024

Bridge anomaly detection based on reconstruction error and structural similarity of unsupervised convolutional auto-encoder

Shuai Teng, Zongchao Liu, Wenjun Luo [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published April, 2022

Probabilistic anomaly trend detection for cable-supported bridges using confidence interval estimation

Xiang Xu, Zhen-Dong Qian, Qiao Huang [...]

Advances in Structural Engineering

Restricted accessResearch articleFirst published November, 2025

Effective alerting for bridge monitoring via a machine learning-based anomaly detection method

Juntao Kang, Lei Wang, Wenbin Zhang [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published March, 2023

Multi-index probabilistic anomaly detection for large span bridges using Bayesian estimation and evidential reasoning

Xiang Xu, Michael C Forde, Yuan Ren [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published June, 2022

Detecting Anomalies in National Bridge Inventory Databases Using Machine Learning Methods

Ehsan Fereshtehnejad, Gianluca Gazzola, Pratik Parekh [...]

Transportation Research Record: Journal of the Transportation Research Board

Restricted accessResearch articleFirst published 2026

Long-term vibration monitoring of bridges with environmental variability mitigation by teacher–student clustering and regional anomaly detection

Mohammadreza Mahmoudkelayeh, Behnam Adhami, Behzad Saeedi Razavi

Structural Health Monitoring

Restricted accessResearch articleFirst published 2026

A deep learning-empowered data anomaly detection method based on a symmetric dot pattern for bridge monitoring data

Xiang Xu, Xin Liu, Yao Jin [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published 2026

Anomaly detection for bridges under moving loads with input-independent probabilistic feature distance measure and extreme value theory

Yu-Song Liu, Wang-Ji Yan, Ka-Veng Yuen [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published September, 2024

Optimal tuning of three deep learning methods with signal processing and anomaly detection for multi-class damage detection of a large-scale bridge

Rouzbeh Doroudi, Seyed Hossein Hosseini Lavassani, Mohsen Shahrouzi

Structural Health Monitoring