Research graph
References from Mitigating Class Imbalance in Graph-Structured Data via Hierarchical Learning: Insights from Protein Binding Site Prediction. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1145/3542954.3543024
10.1145/3542954.3543024 · External reference
A survey of methods for addressing class imbalance in deep-learning based natural language processing
2022 · External reference
Recent advances of continual learning in computer vision: An overview
10.1049/cvi2.70013 · 2025 · External reference
Class- imbalanced learning on graphs: A survey
2025 · External reference
10.1109/tkde.2025.3549299
10.1109/tkde.2025.3549299 · External reference
10.1145/3589334.3645629
10.1145/3589334.3645629 · External reference
A survey of graph neural networks in real world: Imbalance, noise, privacy and ood challenges
2024 · External reference
A novel early diagnostic framework for chronic diseases with class imbalance
10.1038/s41598-022-12574-x · 2022 · External reference
10.1007/s11042-024-19705-8
10.1007/s11042-024-19705-8 · External reference
The importance of graph databases and graph learning for clinical appli- cations
2024 · External reference
10.1016/j.sbi.2024.102793
10.1016/j.sbi.2024.102793 · External reference
10.1145/3437963.3441720
10.1145/3437963.3441720 · External reference
10.1145/3580305.3599374
10.1145/3580305.3599374 · External reference
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Nodeimport: Imbalanced node classification with node importance assessment
2025 · External reference
10.1145/3447548.3467276
10.1145/3447548.3467276 · External reference
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Class-imbalanced graph learning without class rebalancing
2023 · External reference
Binding site comparison for function prediction and pharmaceutical discovery
10.1016/j.sbi.2013.11.012 · 2014 · External reference
Advances in covalent drug discovery
10.1038/s41573-022-00542-z · 2022 · External reference
A virtual screening framework based on the binding site selectivity for small molecule drug discovery
10.1016/j.compchemeng.2024.108626 · 2024 · External reference
Important amino acid residues involved in folding and binding of protein– protein complexes
10.1016/j.ijbiomac.2016.10.045 · 2017 · External reference
10.1016/j.sbi.2021.01.008
10.1016/j.sbi.2021.01.008 · External reference
Machine learning software for optimizing sme social media marketing campaigns
10.51594/csitrj.v5i7.1349 · 2024 · External reference
Advances in ai and machine learning for predictive medicine
10.1038/s10038-024-01231-y · 2024 · External reference
Computing graph neural networks: A sur- vey from algorithms to accelerators
2021 · External reference
Learning from class- imbalanced data: Review of methods and applications
10.1016/j.eswa.2016.12.035 · 2017 · External reference
Large language model-based augmentation for imbalanced node classification on text-attributed graphs
2024 · External reference
Exploring the com- putational methods for protein-ligand binding site pre- diction
10.1016/j.csbj.2020.02.008 · 2020 · External reference
10.1007/978-1-0716-4662-5_5
10.1007/978-1-0716-4662-5_5 · External reference
10.1093/bib/bbab476
10.1093/bib/bbab476 · External reference
10.1093/bioinformatics/btt447
10.1093/bioinformatics/btt447 · External reference
10.1186/1471-2105-10-1
10.1186/1471-2105-10-1 · External reference
10.1093/nar/gkac323
10.1093/nar/gkac323 · External reference
10.1093/nar/gkaf421
10.1093/nar/gkaf421 · External reference
Puresnetv2. 0: a deep learning model leveraging sparse representation for improved ligand binding site predic- tion
10.1186/s13321-024-00865-6 · 2024 · External reference
Ligbind: identifying binding residues for over 1000 ligands with relation- aware graph neural networks
10.1016/j.jmb.2023.168091 · 2023 · External reference
Language models can iden- tify enzymatic binding sites in protein sequences
10.1016/j.csbj.2024.04.012 · 2024 · External reference
10.1126/science.ade2574
10.1126/science.ade2574 · External reference
10.1109/iri.2018.00041
10.1109/iri.2018.00041 · External reference
Review of classification methods on unbalanced data sets
10.1109/access.2021.3074243 · 2021 · External reference
10.1002/9781118646106.ch8
10.1002/9781118646106.ch8 · External reference
A graph neu- ral network-based node classification model on class- imbalanced graph data
10.1016/j.knosys.2022.108538 · 2022 · External reference
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Atpsite: sequence-based prediction of atp-binding residues
2011 · External reference
10.1093/bioinformatics/btp163
10.1093/bioinformatics/btp163 · External reference
Biolip2: an updated structure database for biologically relevant ligand–protein interactions
10.1093/nar/gkad630 · 2024 · External reference
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