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Research article

First published 2022-3

Learning transferable and discriminative features for unsupervised domain adaptation

Yuntao Du, Ruiting Zhang, Xiaowen Zhang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-2

Unsupervised incremental transfer learning with knowledge distillation for online remaining useful life prediction of rotating machinery

Yunjia Liang, Wentao Mao, Chao Wu

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2019-5

Multi-view deep unsupervised transfer leaning via joint auto-encoder coupled with dictionary learning

Abdoullahi Diasse, Zhiyong Li

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-7

An unsupervised transfer learning approach for rolling bearing fault diagnosis based on dual pseudo-label screening

Chunran Huo, Weiyang Xu, Quansheng Jiang [...]

Structural Health Monitoring

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Research article

First published 2023-2

Unsupervised extractive multi-document summarization method based on transfer learning from BERT multi-task fine-tuning

Salima Lamsiyah, Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik [...]

Journal of Information Science

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Research article

First published 2024-5

Visualization of concrete internal defects based on unsupervised domain adaptation algorithm for transfer learning of experiment-simulation hybrid dataset of impact echo signals

Gao Shang, Jun Chen

Structural Health Monitoring

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Research article

First published 2025-9

An unsupervised transfer network with adaptive input and dynamic channel pruning for train axle bearing fault diagnosis

Lei Liu, Weihua Zhang, Fengshou Gu [...]

Structural Health Monitoring

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Research article

First published 2025

Exploration of art portrait classification and intelligent education model based on unsupervised emotion recognition in online education

Weixin Zhu

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025

An unsupervised transfer learning bearing fault diagnosis method based on multi-channel calibrated Transformer with shiftable window

Shaodan Zhi, Kaiyu Su, Jun Yu [...]

Structural Health Monitoring

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Research article

First published 2026

MFTrans-DANN: unsupervised deep transfer learning model for noise-robust cross-domain diagnosis of rolling bearings

Jinyu Tong, Yihan Zhang, Guodong Hu [...]

Structural Health Monitoring

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