| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | sibgrapi.sid.inpe.br |
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
| Identifier | 6qtX3pFwXQZeBBx/wihJy |
| Repository | sid.inpe.br/banon/2002/11.28.12.12 |
| Last Update | 2002:11.14.02.00.00 (UTC) administrator |
| Metadata Repository | sid.inpe.br/banon/2002/11.28.12.12.30 |
| Metadata Last Update | 2022:06.14.00.12.18 (UTC) administrator |
| DOI | 10.1109/SIBGRAPI.2001.963036 |
| Citation Key | SánchezBaraAlejMarq:2001:PeEvPr |
| Title | Performance evaluation of prototype selection algorithms for nearest neighbor classification  |
| Year | 2001 |
| Access Date | 2024, Apr. 28 |
| Number of Files | 1 |
| Size | 431 KiB |
| 2. Context | |
| Author | 1 Sánchez, J. S. 2 Barandela, R. 3 Alejo, R. 4 Marqués, A. I. |
| Editor | Borges, Leandro Díbio Wu, Shin-Ting |
| Conference Name | Brazilian Symposium on Computer Graphics and Image Processing, 14 (SIBGRAPI) |
| Conference Location | Florianópolis, SC, Brazil |
| Date | 15-18 Oct. 2001 |
| Publisher | IEEE Computer Society |
| Publisher City | Los Alamitos |
| Pages | 44-50 |
| Book Title | Proceedings |
| Tertiary Type | Full Paper |
| Organization | SBC - Brazilian Computer Society |
| History (UTC) | 2008-07-17 14:10:52 :: administrator -> banon :: 2008-08-26 15:22:02 :: banon -> administrator :: 2009-08-13 20:37:06 :: administrator -> banon :: 2010-08-28 20:00:12 :: banon -> administrator :: 2022-06-14 00:12:18 :: administrator -> :: 2001 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Version Type | finaldraft |
| 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 |
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2001 > Performance evaluation of... |
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Performance evaluation of... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| data URL | http://urlib.net/ibi/6qtX3pFwXQZeBBx/wihJy |
| zipped data URL | http://urlib.net/zip/6qtX3pFwXQZeBBx/wihJy |
| Language | en |
| Target File | 44-50.pdf |
| User Group | administrator |
| Visibility | shown |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPEW34M/46Q6TJ5 8JMKD3MGPEW34M/4742MCS |
| Citing Item List | sid.inpe.br/sibgrapi/2022/04.29.19.35 11 sid.inpe.br/banon/2001/03.30.15.38.24 1 |
| Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
| 6. Notes | |
| Notes | The conference was held in Florianópolis, SC, Brazil, from October 15 to 18. |
| Empty Fields | affiliation archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage e-mailaddress edition electronicmailaddress format group isbn issn label lineage mark mirrorrepository nextedition numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume |