Author

Vaishnavi Kumari

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

G. JAIGANESHiD· 1 shared Ruchika BhatiD· 1 shared Sai Shankar· 1 shared Virendra Singh KairaiD· 1 shared Zakeerhussain D KudariiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

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1 shared paperBioinformatics

G. JAIGANESHORCID

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1 paper

Recent·Most cited

Predicting Protein-Protein Interactions Using Vectorized Sequence Descriptors and Machine Learning Classifiers

Ruchika Bhat, Vaishnavi Kumari, Virendra Singh Kaira, Zakeerhussain D Kudari, Sai Shankar, G. JAIGANESH

This paper develops a machine learning framework using sequence descriptors to predict protein-protein interactions, achieving high accuracy with Random Forest and XGBoost models.

bioRxiv · Oct 26, 2026 · PreprintBioinformatics