نتائج البحث

CoGraphNet for enhanced text classification using word-sentence heterogeneous graph representations and improved interpretability.

• Authors : Li, Pengyi¹ (AUTHOR) ; Fu, Xueying² (AUTHOR); Chen, Juntao³ (AUTHOR)

• Source: Scientific Reports. 1/2/2025, Vol. 15 Issue 1, p1-15. 15p.

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Medical Heterogeneous Graph Transformer for Disease Diagnosis.

• Authors : Jianbin Luo¹ ; Dan Yang² ; Yang Liu³

• Source: Engineering Letters. Dec2024, Vol. 32 Issue 12, p2290-2298. 9p.

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DTI-MHAPR: optimized drug-target interaction prediction via PCA-enhanced features and heterogeneous graph attention networks.

• Authors : Yang, Guang¹ (AUTHOR); Liu, Yinbo¹ (AUTHOR); Wen, Sijian¹ (AUTHOR)

• Source: BMC Bioinformatics. 1/13/2025, Vol. 26 Issue 1, p1-24. 24p.

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Knowledge graph revision in the context of unknown knowledge.

• Authors : Wang S; Jilin University, Changchun, China.; Sun F

Subjects: Algorithms* ; Artificial Intelligence* ; Knowledge*

• Source: PloS one [PLoS One] 2024 Jul 05; Vol. 19 (7), pp. e0302490. Date of Electronic Publication: 2024 Jul 05 (Print Publication: 2024).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Probabilistic Graph Model Based Recommendation Algorithm for Material Selection in Self-Directed Learning

• Authors : Zhiyong Qiu; Yingjin Cui (ORCID 0000-0002-5273-4300)

Subjects: College Students; Independent Study; Self Control

• Source: SAGE Open. 2024 14(2).16

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Composite Graph Neural Networks for Molecular Property Prediction.

• Authors : Bongini, Pietro¹ (AUTHOR) ; Pancino, Niccolò¹ (AUTHOR); Bendjeddou, Asma¹ (AUTHOR)

Subjects: *GRAPH neural networks; *MOLECULAR graphs; *DATA mining

• Source: International Journal of Molecular Sciences. Jun2024, Vol. 25 Issue 12, p6583. 12p.

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Protein–Protein Interfaces: A Graph Neural Network Approach.

• Authors : Pancino, Niccolò¹ (AUTHOR) ; Gallegati, Caterina¹ (AUTHOR); Romagnoli, Fiamma¹ (AUTHOR)

Subjects: *GRAPH neural networks; *BRAIN-computer interfaces; *DEEP learning

• Source: International Journal of Molecular Sciences. Jun2024, Vol. 25 Issue 11, p5870. 13p.

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Multi-view learning framework for predicting unknown types of cancer markers via directed graph neural networks fitting regulatory networks.

• Authors : Wang, Xin-Fei¹ (AUTHOR); Huang, Lan¹ (AUTHOR) ; Wang, Yan¹ (AUTHOR)

• Source: Briefings in Bioinformatics. Nov2024, Vol. 25 Issue 6, p1-15. 15p.

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Graph Neural Networks for Mesh Generation and Adaptation in Structural and Fluid Mechanics.

• Authors : Pelissier, Ugo^1,2 (AUTHOR) ; Parret-Fréaud, Augustin² (AUTHOR) ; Bordeu, Felipe² (AUTHOR)

• Source: Mathematics (2227-7390). Sep2024, Vol. 12 Issue 18, p2933. 19p.

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Data-Driven Wildfire Spread Modeling of European Wildfires Using a Spatiotemporal Graph Neural Network.

• Authors : Rösch, Moritz^1,2 (AUTHOR) ; Nolde, Michael¹ (AUTHOR) ; Ullmann, Tobias² (AUTHOR)

• Source: Fire (2571-6255). Jun2024, Vol. 7 Issue 6, p207. 26p.

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