Author

Leandro Marcolino

VinUniversity

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Sabrina de Azevedo SilveiraiD· 1 shared Sandro Carvalho IzidoroiD· 1 shared Vinícius de Almeida PaivaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Sabrina de Azevedo SilveiraORCID

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1 paper

Recent·Most cited

Mitigating Class Imbalance in Graph-Structured Data via Hierarchical Learning: Insights from Protein Binding Site Prediction

Vinícius de Almeida Paiva, Leandro Marcolino, Sandro Carvalho Izidoro, Sabrina de Azevedo Silveira

The paper introduces CLARA, a hierarchical learning framework to mitigate class imbalance in graph data, achieving high F1-score in protein binding site prediction.

bioRxiv · Oct 4, 2026 · PreprintBioinformatics