@InProceedings{OliveiraBenSabBorSue:2001:FeSuSe,
               author = "Oliveira, L. S. and Benahmed, N. and Sabourin, R. and Bortolozzi, 
                         F. and Suen, C. Y.",
                title = "Feature subset selection using genetic algorithms for handwritten 
                         digit recognition",
            booktitle = "Proceedings...",
                 year = "2001",
               editor = "Borges, Leandro D{\'{\i}}bio and Wu, Shin-Ting",
                pages = "362--369",
         organization = "Brazilian Symposium on Computer Graphics and Image Processing, 14. 
                         (SIBGRAPI)",
            publisher = "IEEE Computer Society",
              address = "Los Alamitos",
                 note = "The conference was held in Florian{\'o}polis, SC, Brazil, from 
                         October 15 to 18.",
             keywords = "feature subset selection, genetic algorithms, handwritten digit 
                         recognition.",
             abstract = "In this paper two approaches of genetic algorithm for feature 
                         subset selection are compared. The first approach considers a 
                         simple genetic algorithm (SGA) while the second one takes into 
                         account an iterative genetic algorithm (IGA) which is claimed to 
                         converge faster than SGA. Initially, we present an overview of the 
                         system to be optimized and the methodology applied in the 
                         experiments as well. Afterwards we discuss the advantages and 
                         drawbacks of each approach based on the experiments carried out on 
                         NIST SD19. Finally, we conclude that the IGA converges faster than 
                         the SGA, however, the SGA seems more suitable for our problem.",
  conference-location = "Florian{\'o}polis, SC, Brazil",
      conference-year = "15-18 Oct. 2001",
                  doi = "10.1109/SIBGRAPI.2001.963077",
                  url = "http://dx.doi.org/10.1109/SIBGRAPI.2001.963077",
             language = "en",
         organisation = "SBC - Brazilian Computer Society",
                  ibi = "6qtX3pFwXQZeBBx/wpAPK",
                  url = "http://urlib.net/ibi/6qtX3pFwXQZeBBx/wpAPK",
           targetfile = "362-369.pdf",
        urlaccessdate = "2024, Apr. 28"
}