Author

Nehil Shreyash

University of HoustonORCID 0000-0003-1404-1746Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Approach:statistical model· 1

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Arvind RamanathaniD· 1 shared Ayush GuptaiD· 1 shared Eduardo A. Ayala· 1 shared Gül H. ZerzeiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Arvind RamanathanORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 26, 2025

Classification of Human Transcription Factors Based on Their Effector Domains via Unsupervised Learning

Eduardo A. Ayala, Ayush Gupta, Nehil Shreyash…·Gül H. Zerze

The paper classifies human transcription factors based on effector domain sequences using unsupervised learning and identifies features correlating with transcriptional activity and co-evolution with DNA-binding domains.

DOI 10.1101/2025.10.26.684687

humanprotein sequence

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