Author

Melissa Erdem

University of Florida

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:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

José Cleydson F. SilvaiD· 1 shared Layla A. SchusteriD· 1 shared Márcio F. R. ResendeiD· 1 shared Matias KirstiD· 1 shared Nick Sexson· 1 shared Raquel DiasiD· 1 shared Ryan Hulke· 1 shared

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2025-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

José Cleydson F. SilvaORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedOct 13, 2025

InteracTor: Feature Engineering and Explainable AI for Profiling Protein Structure-Interaction-Function Relationships

José Cleydson F. Silva, Layla A. Schuster, Nick Sexson…·Raquel Dias

InteracTor extracts 3D structural interaction features and uses XAI to improve protein family classification beyond primary/secondary structure features.

6 citations

protein structurestatistical model

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