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A novel two-stage variables contribution analysis method toward explainable graph convolutional network-based industrial fault diagnosis
Xu, Jiamin, Mo, Siwen, Chen, Zhiwen, Ke, Haobin, Jiang, Zhaohui
Published in Engineering applications of artificial intelligence (01.03.2025)
Published in Engineering applications of artificial intelligence (01.03.2025)
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Journal Article
SCG-GFFE: A Self-Constructed graph fault feature extractor based on graph Auto-encoder algorithm for unlabeled single-variable vibration signals of harmonic reducer
Sun, Shilong, Ding, Hao, Zhao, Zida, Xu, Wenfu, Wang, Dong
Published in Advanced engineering informatics (01.10.2024)
Published in Advanced engineering informatics (01.10.2024)
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Journal Article
MDD2DG-IRA: Multivariate Degree Distribution to Dynamic Graph With Inter-Channel Relevance Attention Mechanism for Multi-Channel Myocardial Infarction ECG Analysis
Yang, Xiaodong, Jiang, Guangkang, Zhu, Zhengping, Wu, Dandan, He, Aijun, Wang, Jun
Published in IEEE journal of biomedical and health informatics (01.08.2025)
Published in IEEE journal of biomedical and health informatics (01.08.2025)
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Journal Article
Self-Explainable Graph Neural Network for Alzheimer Disease and Related Dementias Risk Prediction: Algorithm Development and Validation Study
Hu, Xinyue, Sun, Zenan, Nian, Yi, Wang, Yichen, Dang, Yifang, Li, Fang, Feng, Jingna, Yu, Evan, Tao, Cui
Published in JMIR aging (08.07.2024)
Published in JMIR aging (08.07.2024)
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Journal Article
Identification of hypertension gene expression biomarkers based on the DeepGCFS algorithm
Li, Zongjin, Tian, Liqin, Bai, Libing, Jia, Zeyu, Wu, Xiaoming, Song, Changxin
Published in PloS one (24.01.2025)
Published in PloS one (24.01.2025)
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Journal Article
hs-CRP is strongly associated with coronary heart disease (CHD): A data mining approach using decision tree algorithm
Tayefi, Maryam, Tajfard, Mohammad, Saffar, Sara, Hanachi, Parichehr, Amirabadizadeh, Ali Reza, Esmaeily, Habibollah, Taghipour, Ali, Ferns, Gordon A., Moohebati, Mohsen, Ghayour-Mobarhan, Majid
Published in Computer methods and programs in biomedicine (01.04.2017)
Published in Computer methods and programs in biomedicine (01.04.2017)
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Journal Article
NSCGCN: A novel deep GCN model to diagnosis COVID-19
Tang, Chaosheng, Hu, Chaochao, Sun, Junding, Wang, Shui-Hua, Zhang, Yu-Dong
Published in Computers in biology and medicine (01.11.2022)
Published in Computers in biology and medicine (01.11.2022)
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Journal Article
Self-Adaptive Root Cause Diagnosis for Large-Scale Microservice Architecture
Ma, Meng, Lin, Weilan, Pan, Disheng, Wang, Ping
Published in IEEE transactions on services computing (01.05.2022)
Published in IEEE transactions on services computing (01.05.2022)
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Journal Article
Fault diagnosis on wireless sensor network using the neighborhood kernel density estimation
Zhao, Mingbo, Tian, Zhaoyang, Chow, Tommy W. S.
Published in Neural computing & applications (01.08.2019)
Published in Neural computing & applications (01.08.2019)
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Journal Article