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Drug-target binding affinity prediction based on power graph and word2vec.

• Authors : Hu J; School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, 430065, Hubei, China. .; Hubei Province Key Laboratory of Intelligent Information Processing and Real-Time Industrial System, Wuhan, China. .

Subjects: Machine Learning*; Neural Networks, Computer ; Protein Binding

• Source: BMC medical genomics [BMC Med Genomics] 2025 Jan 13; Vol. 18 (Suppl 1), pp. 9. Date of Electronic Publication: 2025 Jan 13.Publisher: BioMed Central Country of Publication: England NLM ID: 101319628 Publication Model: Electronic Cited Medium: Internet ISSN: 1755-8794

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Graph Machine Learning : Take Graph Data to the Next Level by Applying Machine Learning Techniques and Algorithms

• Authors : Claudio Stamile; Aldo Marzullo; Enrico Deusebio

Subjects: Graph theory--Data processing; Machine learningCOMPUTERS / Data Science / General; COMPUTERS / Artificial Intelligence / General; COMPUTERS / Data Science / Neural Networks

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Dynamic Spatial–Temporal Graph Neural Network for Cooling Capacity Prediction in HVDC Systems.

• Authors : Sun, Hao¹ (AUTHOR) ; Li, Shaosen¹ (AUTHOR) ; Huang, Jianxiang¹ (AUTHOR)

• Source: Energies (19961073). Jan2025, Vol. 18 Issue 2, p313. 15p.

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Deep Learning for Parkinson's Disease Diagnosis: A Graph Neural Network (GNN) Based Classification Approach with Graph Wavelet Transform (GWT) Using Protein–Peptide Datasets.

• Authors : Mohanraj, Prabhavathy¹ (AUTHOR) ; Raman, Valliappan¹ (AUTHOR); Ramanathan, Saveeth² (AUTHOR)

• Source: Diagnostics (2075-4418). Oct2024, Vol. 14 Issue 19, p2181. 17p.

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基于表示学习的图神经网络模型预测 化合物⁃蛋白质相互作用.

• Authors : 章广能¹; 张育芳²; 张　宝¹

• Source: Chinese Journal of Bioinformatics. Dec2024, Vol. 22 Issue 4, p287-295. 9p.

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Graph-based machine learning model for weight prediction in protein-protein networks.

• Authors : Akid H; ICube, University of Strasbourg, 67412, Illkirch Cedex, France. .; Chennen K

Subjects: Machine Learning* ; Protein Interaction Mapping*/Protein Interaction Mapping*/Protein Interaction Mapping*/methods ; Saccharomyces cerevisiae*/Saccharomyces cerevisiae*/Saccharomyces cerevisiae*/metabolism

• Source: BMC bioinformatics [BMC Bioinformatics] 2024 Nov 08; Vol. 25 (1), pp. 349. Date of Electronic Publication: 2024 Nov 08.Publisher: BioMed Central Country of Publication: England NLM ID: 100965194 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2105

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A review of feature selection strategies utilizing graph data structures and Knowledge Graphs.

• Authors : Shao S; Department of Biostatistics, Fielding School of Public Health at University of California, Los Angeles, 650 Charles E Young Dr S, Los Angeles, CA 90095-1772, United States.; Henrique Ribeiro P

Subjects: Machine Learning* ; Algorithms* ; Natural Language Processing*

• Source: Briefings in bioinformatics [Brief Bioinform] 2024 Sep 23; Vol. 25 (6).Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium: Internet ISSN:

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A method for miRNA diffusion association prediction using machine learning decoding of multi-level heterogeneous graph Transformer encoded representations.

• Authors : Wen S; School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.; Liu Y

Subjects: MicroRNAs*/MicroRNAs*/MicroRNAs*/genetics ; Machine Learning* ; Algorithms*

• Source: Scientific reports [Sci Rep] 2024 Sep 03; Vol. 14 (1), pp. 20490. Date of Electronic Publication: 2024 Sep 03.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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GT-NMR: a novel graph transformer-based approach for accurate prediction of NMR chemical shifts.

• Authors : Chen, Haochen¹ (AUTHOR); Liang, Tao¹ (AUTHOR); Tan, Kai¹ (AUTHOR)

• Source: Journal of Cheminformatics. 11/26/2024, Vol. 16 Issue 1, p1-10. 10p.

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Graph contrastive learning as a versatile foundation for advanced scRNA-seq data analysis.

• Authors : Zhang, Zhenhao^1,2 (AUTHOR); Liu, Yuxi³ (AUTHOR); Xiao, Meichen¹ (AUTHOR)

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

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