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Author

Melissa Ayad

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Open access Sep 2026

A unified benchmark of supervised and retrieval-based methods for viral genomic sequence classification

A unified benchmark of supervised and retrieval-based methods for viral genomic sequence classification across three viral classification tasks is presented, providing practical guidance for selecting sequence representations, classifiers, and vector-search indexes under different accuracy, memory, and update requireme...

A. Fahmy, Melissa Ayad, Hassan M. Ahmed · 1 citation

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