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Research article

First published 2026

Dynamic domain adversarial neural network for population-based structural health monitoring

Dan Li, Hao Zhang, Fei Ren [...]

Structural Health Monitoring

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Research article

First published 2025-11

Sensitive behavior detection for intelligent measurement terminal applications based on domain adversarial neural networks

Jun Dong, Ying Zhao, Xingyuan Fan [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2023-11

Multi-representation symbolic convolutional neural network: a novel multisource cross-domain fault diagnosis method for rotating system

Sixiang Jia, Yongbo Li, Gang Mao [...]

Structural Health Monitoring

Open access

Research article

First published 2024

StAC-DA: Structure aware cross-modality domain adaptation framework with image and feature-level adaptation for medical image segmentation

Maria Baldeon-Calisto, Susana K. Lai-Yuen, Bernardo Puente-Mejia

DIGITAL HEALTH

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Research article

First published 2024

A multi-representation transfer adversarial network for intelligent fault diagnosis of rotating machinery

Hongfei Zhang, Daoming She, Hu Wang [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2024-3

An attention mechanism-guided domain adversarial network for gearbox fault diagnosis under different operating conditions

Baokun Han, Bo Li, Huadong Du [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2024-6-17

Analysis of neural network detectors for network attacks

Qingtian Zou, Lan Zhang, Anoop Singhal [...]

Journal of Computer Security

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Research article

First published 2026

Multi-scale Conditional Domain Adversarial Network with Spectral Penalization for rotating machinery fault diagnosis across varying operating conditions

Yikai Fang, Peng Xia, Hanqi Zhang

Transactions of the Institute of Measurement and Control

Open access

Research article

First published 2022-3

Unsupervised adversarial domain adaptive for fault detection based on minimum domain spacing

Zhang Ruicong, Bao Yu, Li Zhongtian [...]

Advances in Mechanical Engineering

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Research article

First published 2026-5

A method for reconstruction of structural health monitoring data using WGANGP with U-net generator

Yi-Kai Zhu, Hua-Ping Wan, Michael D Todd

Structural Health Monitoring

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