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Automated identification of protein-ligand interaction features using Inductive Logic Programming: a hexose binding case study

BACKGROUND: There is a need for automated methods to learn general features of the interactions of a ligand class with its diverse set of protein receptors. An appropriate machine learning approach is Inductive Logic Programming (ILP), which automatically generates comprehensible rules in addition t...

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Bibliografski detalji
Glavni autori: A Santos, Jose C, Nassif, Houssam, Page, David, Muggleton, Stephen H, E Sternberg, Michael J
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2012
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3458898/
https://ncbi.nlm.nih.gov/pubmed/22783946
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-13-162
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