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Dual-stage interpretable domain generalization fault diagnosis: integrating prior knowledge and gradient-weighted class activation mapping
Ying Peng, Haidong Shao, Yiming Xiao, Jie Wang, Bin Liu
Hunan University University of Strathclyde
来源Engineering Applications of Artificial Intelligence
年份2025
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逐年被引趋势
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3026
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30
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12.40
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 0.7%
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同领域 · 同年份 · 同类型
34
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学术脉络
学科主题
工程Machine Fault Diagnosis Techniques
Domain Adaptation and Few-Shot Learning · Anomaly Detection Techniques and Applications
参考文献 34
Domain Adaptive Ensemble Learning
被引 275Kaiyang Zhou, Yongxin Yang, Yu Qiao · IEEE Transactions on Image Processing · 2021
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis
被引 600Tianfu Li, Zhibin Zhao, Chuang Sun · IEEE Transactions on Systems Man and Cybernetics Systems · 2021
A novel method for diagnosing bearing transfer faults based on a maximum mean discrepancies guided domain-adversarial mechanism
被引 40Meixia Jia, Jinrui Wang, Zongzhen Zhang · Measurement Science and Technology · 2021
此处列出前 3 条
引用本文 30
Digital twin-assisted graph contrastive domain adaptation for small-sample bearing fault diagnosis
被引 25Chunyang Dai, Deqiang He, Zhenzhen Jin · Structural Health Monitoring · 2026
A sparse-to-dense guided fusion framework for three-dimensional object detection in railway environments
被引 9Zhichao Chen, keshun You, Jie Yang · Engineering Applications of Artificial Intelligence · 2026
A Hilbert–Schmidt Independence Criterion based self-supervised method for motor non-destructive fault detection and diagnosis
被引 4Yuan Zhuang, Deqiang He, Zhenzhen Jin · Nondestructive Testing And Evaluation · 2026
按被引量排序，此处列出前 3 条