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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Xiu-Hui Huang

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Aug 2026

Dual-adaptive unknown faults separation network: An open-set domain adaptation method for industrial fault diagnosis

The proposed Dual-Adaptive Unknown Faults Separation Network (DAUFSN) approach integrates a shared feature extractor with two specialized networks: a closed-set adversarial unknown separation network and an open-set adversarial domain adaptation network.

Yi-Xing Xie, Ying Tian, Zhong Yin et al. · 0 citations

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