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References from Curvature-enhanced graph convolutional network for biomolecular interaction prediction. Local targets link to admitted publications; unresolved targets remain external evidence.
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10.1016/j.biomaterials.2017.11.030
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Microscale thermophoresis as a powerful growing analytical technique for the investigation of biomolecular interaction and the determination of binding parameters
10.1088/2050-6120/ac82a6 · 2022 · External reference
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Unresolved reference
2020 · External reference
10.1145/3292500.3330950
10.1145/3292500.3330950 · 2019 · External reference
Unresolved reference
2018 · External reference
Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models
10.1186/s13321-020-00479-8 · 2021 · External reference
Deepchemstable: chemical stability prediction with an attention-based graph convolution network
10.1021/acs.jcim.8b00672 · 2019 · External reference
PotentialNet for molecular property prediction
10.1021/acscentsci.8b00507 · 2018 · External reference
A comprehensive survey on graph neural networks
10.1109/tnnls.2020.2978386 · 2020 · External reference
Graph convolutional networks: a comprehensive review
10.1186/s40649-019-0069-y · 2019 · External reference
Graph neural networks: a review of methods and applications
10.1016/j.aiopen.2021.01.001 · 2020 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
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Unresolved reference
2019 · External reference
Inductive representation learning on large graphs
2017 · External reference
Unresolved reference
2015 · External reference
10.1109/msp.2017.2693418
10.1109/msp.2017.2693418 · External reference
Unresolved reference
External reference
10.1038/s42256-021-00418-8
10.1038/s42256-021-00418-8 · External reference
Unresolved reference
External reference
10.1007/978-3-319-58002-9
10.1007/978-3-319-58002-9 · External reference
On the geometry of metric measure spaces
10.1007/s11511-006-0002-8 · 2006 · External reference
Ricci curvature of Markov chains on metric spaces
10.1016/j.jfa.2008.11.001 · 2009 · External reference
Mass transportation and rough curvature bounds for discrete spaces
10.1016/j.jfa.2009.01.029 · 2009 · External reference
Forman curvature for complex networks
10.1088/1742-5468/2016/06/063206 · 2016 · External reference
Comparative analysis of two discretizations of Ricci curvature for complex networks
10.1038/s41598-018-27001-3 · 2018 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2015 · External reference
Community detection on networks with Ricci flow
2019 · External reference
Ollivier-Ricci curvature-based method to community detection in complex networks
2019 · External reference
Ricci curvature: an economic indicator for market fragility and systemic risk
10.1126/sciadv.1501495 · 2016 · External reference
Graph curvature for differentiating cancer networks
10.1038/srep12323 · 2015 · External reference
Network curvature as a hallmark of brain structural connectivity
10.1038/s41467-019-12915-x · 2019 · External reference
Forman persistent Ricci curvature (FPRC)-based machine learning models for protein–ligand binding affinity prediction
2021 · External reference
10.1021/acs.jcim.0c01415
10.1021/acs.jcim.0c01415 · External reference
Unresolved reference
2021 · External reference
10.1007/978-3-030-93413-2_51
10.1007/978-3-030-93413-2_51 · 2022 · External reference
Unresolved reference
2019 · External reference
10.1016/j.ins.2021.12.077
10.1016/j.ins.2021.12.077 · External reference
Unresolved reference
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10.1145/3485447.3512199
10.1145/3485447.3512199 · 2022 · External reference
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Unresolved reference
2022 · External reference
10.1145/3442381.3450118
10.1145/3442381.3450118 · 2021 · External reference
10.1109/icdm51629.2021.00021
10.1109/icdm51629.2021.00021 · 2021 · External reference
SkipGNN: predicting molecular interactions with skip-graph networks
10.1038/s41598-020-77766-9 · 2020 · External reference
10.24963/ijcai.2019/551
10.24963/ijcai.2019/551 · 2019 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2020 · External reference
10.1145/3442381.3449786
10.1145/3442381.3449786 · 2021 · External reference
A unified drug–target interaction prediction framework based on knowledge graph and recommendation system
2021 · External reference
IDDkin: network-based influence deep diffusion model for enhancing prediction of kinase inhibitors
2020 · External reference
Interactiongraphnet: a novel and efficient deep graph representation learning framework for accurate protein–ligand interaction predictions
10.1021/acs.jmedchem.1c01830 · 2021 · External reference
Ricci curvature of metric spaces
10.1016/j.crma.2007.10.041 · 2007 · External reference
Ricci curvature for metric-measure spaces via optimal transport
10.4007/annals.2009.169.903 · 2009 · External reference
Bochner's method for cell complexes and combinatorial Ricci curvature
10.1007/s00454-002-0743-x · 2003 · External reference
Ricci curvature of graphs
2011 · External reference
Ricci curvature and eigenvalue estimate on locally finite graphs
10.4310/mrl.2010.v17.n2.a13 · 2010 · External reference
10.1038/s41586-020-2188-x
10.1038/s41586-020-2188-x · External reference
Unresolved reference
External reference
Compound–protein interaction prediction with end-to-end learning of neural networks for graphs and sequences
10.1093/bioinformatics/bty535 · 2019 · External reference
DrugBank 5.0: a major update to the DrugBank database for 2018
10.1093/nar/gkx1037 · 2018 · External reference
Multi-attribute discriminative representation learning for prediction of adverse drug-drug interaction
2021 · External reference
DisGeNET: a comprehensive platform integrating information on human disease-associated genes and variants
2016 · External reference
10.1145/2623330.2623732
10.1145/2623330.2623732 · 2014 · External reference
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10.1145/2736277.2741093 · 2015 · External reference
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10.1145/2939672.2939754 · 2016 · External reference
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10.1145/2939672.2939753 · 2016 · External reference
Visualizing data using t-SNE
2008 · External reference
A cluster separation measure
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