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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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Pubblicato in:Adv Bioinformatics
Autori principali: Suresh, M. Xavier, Gromiha, M. Michael, Suwa, Makiko
Natura: Artigo
Lingua:Inglês
Pubblicazione: Hindawi Publishing Corporation 2015
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4329842/
https://ncbi.nlm.nih.gov/pubmed/25802517
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2015/843030
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