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An Analysis of Semi-Supervised Machine Learning in Electrical Machines
Arvind, V. Raju, Shyamsharan, S., Gurunathan, Poorvajaa, Kumba, Krishna, Ra, Nawin
Published in IEEE access (2025)
Published in IEEE access (2025)
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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
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
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
Robust deep learning from incomplete annotation for accurate lung nodule detection
Gao, Zebin, Guo, Yuchen, Wang, Guoxin, Chen, Xiangru, Cao, Xuyang, Zhang, Chao, An, Shan, Xu, Feng
Published in Computers in biology and medicine (01.05.2024)
Published in Computers in biology and medicine (01.05.2024)
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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
Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map
Prezelj, Jurij, Murovec, Jure, Huemer-Kals, Severin, Häsler, Karl, Fischer, Peter
Published in Mechanical systems and signal processing (01.03.2022)
Published in Mechanical systems and signal processing (01.03.2022)
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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
Machine learning algorithms as new screening approach for patients with endometriosis
Bendifallah, Sofiane, Puchar, Anne, Suisse, Stéphane, Delbos, Léa, Poilblanc, Mathieu, Descamps, Philippe, Golfier, Francois, Touboul, Cyril, Dabi, Yohann, Daraï, Emile
Published in Scientific reports (12.01.2022)
Published in Scientific reports (12.01.2022)
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Journal Article
A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL)
Jebelli, Houtan, Mahdi Khalili, Mohammad, Lee, SangHyun
Published in IEEE journal of biomedical and health informatics (01.09.2019)
Published in IEEE journal of biomedical and health informatics (01.09.2019)
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Journal Article