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Development of a Machine Learning Method to Predict Membrane Protein-Ligand Binding Residues Using Basic Sequence Information

Locating ligand binding sites and finding the functionally important residues from protein sequences as well as structures became one of the challenges in understanding their function. Hence a Naïve Bayes classifier has been trained to predict whether a given amino acid residue in membrane protein s...

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Detalles Bibliográficos
Autores principales: Suresh, M. Xavier, Gromiha, M. Michael, Suwa, Makiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4329842/
https://www.ncbi.nlm.nih.gov/pubmed/25802517
http://dx.doi.org/10.1155/2015/843030