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Research article

First published 2023-06-01

ACAM-AD: Autocorrelation and attention mechanism-based anomaly detection in multivariate time series

Qiang He, Guanqun Wang, Lianzhi Huo [...]

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

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Research article

First published 2024

Unsupervised anomalous sound detection method based on Gammatone spectrogram and adversarial autoencoder with attention mechanism

Hao Yan, Xianbiao Zhan, Zhenghao Wu [...]

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2015-10

Anomaly Detection in Wireless Sensor Networks Using Immune-Based Bioinspired Mechanism

Ramsha Rizwan, Farrukh Aslam Khan, Haider Abbas [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2023-7

Few-shot pump anomaly detection via Diff-WRN-based model-agnostic meta-learning strategy

Fengqian Zou, Shengtian Sang, Ming Jiang [...]

Structural Health Monitoring

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Research article

First published 2025-3

Robust hierarchical federated learning with dual-layer filtering mechanism

Chaoyi Yang, Wei Liang, Yuxiang Chen [...]

International Journal of Advanced Robotic Systems

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Research article

First published 2021-11

A Mechanism to Assess the Effectiveness Anomaly Detectors in Industrial Control Systems

Salimah Liyakkathali, Francisco Furtado, Gayathri Sugumar [...]

Journal of Integrated Design and Process Science

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Research article

First published 2025

A hybrid attention hierarchical network-based extreme event detection method for structural health monitoring

Qiuyue Pan, Yuequan Bao

Structural Health Monitoring

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Research article

First published 2023-08-01

Condition monitoring and fault diagnosis of hydropower generator based on LSTM correction model

Jingcao Huang, Bin Guo, Songyi Dian

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

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Research article

First published 2021-06-21

An artificial intelligence-based real-time monitoring framework for time series

Zhao Sun, Qinke Peng, Xu Mou [...]

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

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Research article

First published 2014-1

Applying an Ontology to a Patrol Intrusion Detection System for Wireless Sensor Networks

Chia-Fen Hsieh, Rung-Ching Chen, Yung-Fa Huang

International Journal of Distributed Sensor Networks

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