Author

Eduardo A. Ayala

University of Houston

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

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Bioinformatics· 1

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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 Gül H. ZerzeiD· 1 shared Nehil ShreyashiD· 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

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

Eduardo A. Ayala, Ayush Gupta, Nehil Shreyash, Arvind Ramanathan, 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.

bioRxiv · Oct 26, 2025 · PreprintBioinformatics