@InProceedings{SánchezBaraAlejMarq:2001:PeEvPr,
               author = "S{\'a}nchez, J. S. and Barandela, R. and Alejo, R. and 
                         Marqu{\'e}s, A. I.",
                title = "Performance evaluation of prototype selection algorithms for 
                         nearest neighbor classification",
            booktitle = "Proceedings...",
                 year = "2001",
               editor = "Borges, Leandro D{\'{\i}}bio and Wu, Shin-Ting",
                pages = "44--50",
         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 = "attern Recognition; Classification; Prototype Selection; Nearest 
                         Neighbor.",
             abstract = "Prototype selection is primarily effective in improving the 
                         classification performance of Nearest Neighbor (NN) classifier and 
                         also partially in reducing its storage and computational 
                         requirements. This paper reviews some prototype selection 
                         algorithms for NN classification and experimentally evaluates 
                         their performance using a number of real data sets. Finally, new 
                         approaches based on combining the NN and the Nearest Centroid 
                         Neighbor (NCN) of a sample [3] are also introduced",
  conference-location = "Florian{\'o}polis, SC, Brazil",
      conference-year = "15-18 Oct. 2001",
                  doi = "10.1109/SIBGRAPI.2001.963036",
                  url = "http://dx.doi.org/10.1109/SIBGRAPI.2001.963036",
             language = "en",
         organisation = "SBC - Brazilian Computer Society",
                  ibi = "6qtX3pFwXQZeBBx/wihJy",
                  url = "http://urlib.net/ibi/6qtX3pFwXQZeBBx/wihJy",
           targetfile = "44-50.pdf",
        urlaccessdate = "2024, Apr. 28"
}