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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

Open access

Research article

First published 2020-5

DNAE-GAN: Noise-free acoustic signal generator by integrating autoencoder and generative adversarial network

Ping-Huan Kuo, Ssu-Ting Lin, Jun Hu

International Journal of Distributed Sensor Networks

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Research article

First published 2021-7

Toward data anomaly detection for automated structural health monitoring: Exploiting generative adversarial nets and autoencoders

Jianxiao Mao, Hao Wang, Billie F Spencer

Structural Health Monitoring

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Research article

First published 2025-09

A Innovative Strategy for Identifying Subtypes Through the Analysis of Multi-Omics Data with Adversarial Autoencoders

Xia Chen

Journal of Computational Biology

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Research article

First published 2022-03-31

An autoencoder-based representation for noise reduction in distant supervision of relation extraction

Juan-Luis García-Mendoza, Luis Villaseñor-Pineda, Felipe Orihuela-Espina [...]

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

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Research article

First published 2024-3

Bearing performance degradation assessment using adversarial fusion convolutional autoencoder based on multi-source information

Enxiu Wang, Haoxuan Zhou, Guangrui Wen [...]

Transactions of the Institute of Measurement and Control

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Review article

First published 2020-10

Data augment method for machine fault diagnosis using conditional generative adversarial networks

Jinrui Wang, Baokun Han, Huaiqian Bao [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

Open access

Research article

First published 2019-3

Autoencoder-based transfer learning in brain–computer interface for rehabilitation robot

Chuanqi Tan, Fuchun Sun, Bin Fang [...]

International Journal of Advanced Robotic Systems

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Research article

First published 2026

Semi-supervised multi-indicator noise filtered optimization for fault diagnosis of high-speed train axle box bearings under noisy labels

Guo Zhihao, Zhang Kai, Liang Jiacheng [...]

Structural Health Monitoring

Open access

Research article

First published 2026

Development and field validation of a fully customised vehicle scanning system on two full-scale bridges

A Calderon Hurtado, J Xu, R Salleh [...]

Structural Health Monitoring

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