Ensemble Image Classification Method Based on Genetic Image Network

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Nakayama:2010:EuroGP,
  author =       "Shiro Nakayama and Shinichi Shirakawa and 
                 Noriko Yata and Tomoharu Nagao",
  title =        "Ensemble Image Classification Method Based on Genetic
                 Image Network",
  booktitle =    "Proceedings of the 13th European Conference on Genetic
                 Programming, EuroGP 2010",
  year =         "2010",
  editor =       "Anna Isabel Esparcia-Alcazar and Aniko Ekart and 
                 Sara Silva and Stephen Dignum and A. Sima Uyar",
  volume =       "6021",
  series =       "LNCS",
  pages =        "313--324",
  address =      "Istanbul",
  month =        "7-9 " # apr,
  organisation = "EvoStar",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-12147-0",
  DOI =          "doi:10.1007/978-3-642-12148-7_27",
  abstract =     "Automatic image classification methods have been
                 required. Genetic Image Network for Image
                 Classification (GIN-IC) is one of the methods that
                 construct image classification algorithms
                 automatically, and its effectiveness has already been
                 proven. In our study, we try to improve the performance
                 of GIN-IC with AdaBoost algorithm using GIN-IC as weak
                 classifiers to complement with each other. We apply our
                 proposed method to three types of image classification
                 problems, and show the results in this paper. In our
                 method, discrimination rates for training images and
                 test images improved in the experiments compared with
                 the previous method GIN-IC.",
  notes =        "Hill climbing. (1+4)-ES, mutation only Part of
                 \cite{Esparcia-Alcazar:2010:GP} EuroGP'2010 held in
                 conjunction with EvoCOP2010 EvoBIO2010 and
                 EvoApplications2010",
}

Genetic Programming entries for Shiro Nakayama Shinichi Shirakawa Noriko Yata Tomoharu Nagao

Citations