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Open access

Research article

First published 2025-7

Enhancing body fat prediction with WGAN-GP data augmentation and XGBoost algorithm

Xiangyu Wang, Shuai Chang

Science Progress

Open access

Research article

First published 2022-3

Intelligent data expansion approach of vibration gray texture images of rolling bearing based on improved WGAN-GP

Hongwei Fan, Jiateng Ma, Xuhui Zhang [...]

Advances in Mechanical Engineering

Free access

Research article

First published 2022-11-11

Comparative analysis of some selected generative adversarial network models for image augmentation: a case study of COVID-19 x-ray and CT images

Muhammad Ubale Kiru, Bahari Belaton, Xinying Chew [...]

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

Retricted access

Research article

First published 2022-09-30

Classification of lung nodules based on the DCA-Xception network

Dongjie Li, Shanliang Yuan, Gang Yao

Journal of X-Ray Science and Technology

Retricted access

Research article

First published 2023-5

Generative adversarial network–assisted image classification for imbalanced tire X-ray defect detection

Shuang Gao, Yun Dai, Yongchao Xu [...]

Transactions of the Institute of Measurement and Control

Retricted access

Research article

First published 2023

Modified locally joint sparse marginal embedding and wasserstein generation adversarial network for bearing fault diagnosis

Hongdi Zhou, Hang Zhang, Zhi Li [...]

Journal of Vibration and Control

Retricted access

Research article

First published 2026

Fault diagnosis of RV reducer with dual-branch fusion of enhanced GAN and multimodal data

Meng Meiwang, Wang Zhihai, Liu Xiaoqin [...]

Structural Health Monitoring

Retricted access

Research article

First published 2025-11

Wasserstein bi-classifier adversarial learning network for machinery fault diagnostics

Yalun Fan, Liang Guo, Yaoxiang Yu [...]

Structural Health Monitoring

Retricted access

Research article

First published 2023-6

Fault detection and diagnosis for liquid rocket engines with sample imbalance based on Wasserstein generative adversarial nets and multilayer perceptron

Lingzhi Deng, Yuqiang Cheng, Shuming Yang [...]

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

Open access

Research article

First published 2024-11

Ultrasound breast images denoising using generative adversarial networks (GANs)

Yuliana Jiménez-Gaona, María José Rodríguez-Alvarez, Líder Escudero [...]

Intelligent Data Analysis: An International Journal

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