Exploring Machine Learning Algorithms and Protein Language Models Strategies to Develop Enzyme Classification Systems
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-34953-9_24
Reference30 articles.
1. Arakaki, A.K., Huang, Y., Skolnick, J.: EFICAz2: enzyme function inference by a combined approach enhanced by machine learning. BMC Bioinform. 10(1), 1–15 (2009)
2. Basso, A., Serban, S.: Industrial applications of immobilized enzymes-a review. Mol. Catal. 479, 110607 (2019)
3. Bonetta, R., Valentino, G.: Machine learning techniques for protein function prediction. Proteins: Struct. Function Bioinform. 88(3), 397–413 (2020)
4. Burley, S.K., Berman, H.M., Kleywegt, G.J., Markley, J.L., Nakamura, H., Velankar, S.: Protein data bank (PDB): the single global macromolecular structure archive. In: Protein Crystallography: Methods and Protocols, pp. 627–641 (2017)
5. Cadet, F., et al.: A machine learning approach for reliable prediction of amino acid interactions and its application in the directed evolution of enantioselective enzymes. Sci. Rep. 8(1), 16757 (2018)
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