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Research article

First published 2025-9

Anomaly detection algorithm for big data based on isolation forest algorithm

Min He, Xiang Chen

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2023-9

Transfer learning-based data anomaly detection for structural health monitoring

Qiuyue Pan, Yuequan Bao, Hui Li

Structural Health Monitoring

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Research article

First published 2023-12-02

Anomaly detection for high-dimensional data using a novel autoencoder-support vector machine

Zhuo Jiang, Xiao Huang, Rongbin Wang

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

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Research article

First published 2022-5

A three-stage online anomaly identification model for monitoring data in dams

Ying Xu, Huibao Huang, Yanling Li [...]

Structural Health Monitoring

Open access

Research article

First published 2022-10

Machine learning for Internet of things anomaly detection under low-quality data

Shangbin Han, Qianhong Wu, Yang Yang

International Journal of Distributed Sensor Networks

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Research article

First 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

Open access

Research article

First published 2018-10

EADetection: An efficient and accurate sequential behavior anomaly detection approach over data streams

Li Cheng, Yijie Wang, Yong Zhou [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2026

Transfer learning-based open-set data anomaly detection for structural health monitoring practice

Cheng Pan, Woqin Luo, Fengzong Gong [...]

Structural Health Monitoring

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Research article

First published 2020-10-21

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

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Research article

First published 2023-3

An MPPCA-based approach for anomaly detection of structures under multiple operational conditions and missing data

Zhi Ma, Yaozhi Luo, Chung-Bang Yun [...]

Structural Health Monitoring

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