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

Citations