Author

Muammer Albayrak

Karadeniz Technical UniversityORCID 0000-0002-5946-6310Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

Aybar C. AcariD· 1 shared Heval AtaşiD· 1 shared Kemal TurhaniD· 1 shared Serbülent ÜnsaliD· 1 shared Tunca DoğaniD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Aybar C. AcarORCID

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1 paper

Recent·Most cited

Evaluation of Methods for Protein Representation Learning: A Quantitative Analysis

Serbülent Ünsal, Heval Ataş, Muammer Albayrak, Kemal Turhan, Aybar C. Acar, Tunca Doğan

This study evaluates protein representation learning methods across three tasks: semantic similarity, function prediction, and drug target classification, highlighting their strengths and limitations.

bioRxiv · Oct 28, 2020 · PreprintBioinformatics