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A Contrastive Multi-Modal Time-Frequency Swin Transformer Network for Semi-Supervised Mechanical Equipment Fault Diagnosis.

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Title: A Contrastive Multi-Modal Time-Frequency Swin Transformer Network for Semi-Supervised Mechanical Equipment Fault Diagnosis.
Authors: Wu, Na1, wuna@bucea.edu.cn, Song, Hao1,2, Yang, Jianwei1, Ji, Tong1, Cui, Lingli2
Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 9, p4333, 22p
Database: Applied Science & Technology Source
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PubType: Academic Journal
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  Data: A Contrastive Multi-Modal Time-Frequency Swin Transformer Network for Semi-Supervised Mechanical Equipment Fault Diagnosis.
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        Value: 10.3390/app16094333
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      – Code: eng
        Text: English
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      – TitleFull: A Contrastive Multi-Modal Time-Frequency Swin Transformer Network for Semi-Supervised Mechanical Equipment Fault Diagnosis.
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              M: 05
              Text: May2026
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              Y: 2026
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