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Explainability in Graph Neural Networks: A Taxonomic Survey
Yuan, Hao, Yu, Haiyang, Gui, Shurui, Ji, Shuiwang
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2023)
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Journal Article
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks
Zhong, Peixiang, Wang, Di, Miao, Chunyan
Published in IEEE transactions on affective computing (01.07.2022)
Published in IEEE transactions on affective computing (01.07.2022)
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Journal Article
Disease Prediction via Graph Neural Networks
Sun, Zhenchao, Yin, Hongzhi, Chen, Hongxu, Chen, Tong, Cui, Lizhen, Yang, Fan
Published in IEEE journal of biomedical and health informatics (01.03.2021)
Published in IEEE journal of biomedical and health informatics (01.03.2021)
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Journal Article
Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks
Zhang, Hao, Song, Ran, Wang, Liping, Zhang, Lin, Wang, Dawei, Wang, Cong, Zhang, Wei
Published in IEEE transactions on medical imaging (01.02.2023)
Published in IEEE transactions on medical imaging (01.02.2023)
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Journal Article
Graph neural networks for electroencephalogram analysis: Alzheimer’s disease and epilepsy use cases
Abadal, Sergi, Galván, Pablo, Mármol, Alberto, Mammone, Nadia, Ieracitano, Cosimo, Lo Giudice, Michele, Salvini, Alessandro, Morabito, Francesco Carlo
Published in Neural networks (01.01.2025)
Published in Neural networks (01.01.2025)
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Journal Article
Test Input Prioritization for Graph Neural Networks
Li, Yinghua, Dang, Xueqi, Pian, Weiguo, Habib, Andrew, Klein, Jacques, Bissyande, Tegawende F.
Published in IEEE transactions on software engineering (01.06.2024)
Published in IEEE transactions on software engineering (01.06.2024)
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Journal Article
Deep reinforcement learning guided graph neural networks for brain network analysis
Zhao, Xusheng, Wu, Jia, Peng, Hao, Beheshti, Amin, Monaghan, Jessica J.M., McAlpine, David, Hernandez-Perez, Heivet, Dras, Mark, Dai, Qiong, Li, Yangyang, Yu, Philip S., He, Lifang
Published in Neural networks (01.10.2022)
Published in Neural networks (01.10.2022)
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Journal Article
Graph neural networks for clinical risk prediction based on electronic health records: A survey
Oss Boll, Heloísa, Amirahmadi, Ali, Ghazani, Mirfarid Musavian, Morais, Wagner Ourique de, Freitas, Edison Pignaton de, Soliman, Amira, Etminani, Farzaneh, Byttner, Stefan, Recamonde-Mendoza, Mariana
Published in Journal of biomedical informatics (01.03.2024)
Published in Journal of biomedical informatics (01.03.2024)
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Journal Article
Seizure localisation with attention-based graph neural networks
Grattarola, Daniele, Livi, Lorenzo, Alippi, Cesare, Wennberg, Richard, Valiante, Taufik A.
Published in Expert systems with applications (01.10.2022)
Published in Expert systems with applications (01.10.2022)
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Journal Article
Estimating the state of epidemics spreading with graph neural networks
Tomy, Abhishek, Razzanelli, Matteo, Di Lauro, Francesco, Rus, Daniela, Della Santina, Cosimo
Published in Nonlinear dynamics (01.07.2022)
Published in Nonlinear dynamics (01.07.2022)
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Journal Article
Spatio-temporal graph neural networks to improve precipitation forecasts from numerical models: Spatio-temporal graph neural networks to improve precipitation
Yousaf, Umair, De Rango, Alessio, Furnari, Luca, D’Ambrosio, Donato, Senatore, Alfonso, Mendicino, Giuseppe
Published in Soft computing (Berlin, Germany) (01.05.2025)
Published in Soft computing (Berlin, Germany) (01.05.2025)
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Journal Article
Graph Neural Networks: A bibliometrics overview
Keramatfar, Abdalsamad, Rafiee, Mohadeseh, Amirkhani, Hossein
Published in Machine learning with applications (01.12.2022)
Published in Machine learning with applications (01.12.2022)
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Journal Article
Black-Box Adversarial Attack on Graph Neural Networks With Node Voting Mechanism
Wen, Liangliang, Liang, Jiye, Yao, Kaixuan, Wang, Zhiqiang
Published in IEEE transactions on knowledge and data engineering (01.10.2024)
Published in IEEE transactions on knowledge and data engineering (01.10.2024)
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Journal Article
Graph neural networks for image‐guided disease diagnosis: A review
Zhang, Lin, Zhao, Yan, Che, Tongtong, Li, Shuyu, Wang, Xiuying
Published in iRadiology (Online) (01.06.2023)
Published in iRadiology (Online) (01.06.2023)
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Journal Article