Classification of protein-protein recognition with genetic programming

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@InProceedings{Kuo:2010:ICCIT,

• author = "Huang-Cheng Kuo and Kuan-Yu Su and Jia-Hao Li and Ping-Lin Ong",
• title = "Classification of protein-protein recognition with genetic programming",
• booktitle = "5th International Conference on Computer Sciences and Convergence Information Technology (ICCIT)",
• year = "2010",
• month = nov # " 30-" # dec # " 2",
• pages = "722--726",
• abstract = "Proteins interact with each other with their binding sites. In this paper, we classify types of interactions using physicochemical properties information of the binding site. We distinguish between permanent protein interactions and transient protein interactions. Basic data of the amino acids on binding sites are retrieved. A method using genetic programming to construct features from the basic data is proposed. The method achieves an average classification accuracy of 80percent.",
• keywords = "genetic algorithms, genetic programming, amino acids, physicochemical properties, protein interaction, protein-protein recognition classification, transient protein interactions, bioinformatics, pattern classification, proteins",
• DOI = "doi:10.1109/ICCIT.2010.5711148",
• notes = "Also known as \cite{5711148}",

}

Genetic Programming entries for Huang-Cheng Kuo Kuan-Yu Su Jia-Hao Li Ping-Lin Ong

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