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1. Identity statement
Reference TypeConference Paper (Conference Proceedings)
Sitesibgrapi.sid.inpe.br
Holder Codeibi 8JMKD3MGPEW34M/46T9EHH
Identifier6qtX3pFwXQZeBBx/wihRn
Repositorysid.inpe.br/banon/2002/11.28.12.18
Last Update2002:11.14.02.00.00 (UTC) administrator
Metadata Repositorysid.inpe.br/banon/2002/11.28.12.19
Metadata Last Update2022:06.14.00.12.18 (UTC) administrator
DOI10.1109/SIBGRAPI.2001.963037
Citation KeyRJuar:2001:OnLeSu
TitleOngoing learning for supervised pattern recognition
Year2001
Access Date2024, Oct. 15
Number of Files1
Size567 KiB
2. Context
Author1 R., Barandela.
2 Juarez, M.
EditorBorges, Leandro Díbio
Wu, Shin-Ting
Conference NameBrazilian Symposium on Computer Graphics and Image Processing, 14 (SIBGRAPI)
Conference LocationFlorianópolis, SC, Brazil
Date15-18 Oct. 2001
PublisherIEEE Computer Society
Publisher CityLos Alamitos
Pages51-58
Book TitleProceedings
Tertiary TypeFull Paper
OrganizationSBC - 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 Stagecompleted
Transferable1
Version Typefinaldraft
Keywordsanytime supervised learning
training sample correction
reject option
nearest neighbor rule
AbstractThis paper presents a procedure to implement an automatic system for supervised pattern recognition with an ongoing learning capability. The purpose is to continuously increase the knowledge of the system and, accordingly, to enhance its performance in classification tasks.The Nearest Neighbor rule is employed as the central classifier and several techniques are added to cope with the increase in computational load and with the peril of incorporating noisy data to the training sample. Experimental results confirm the improvement in classification accuracy.
Arrangement 1urlib.net > SDLA > Fonds > SIBGRAPI 2001 > Ongoing learning for...
Arrangement 2urlib.net > SDLA > Fonds > Full Index > Ongoing learning for...
doc Directory Contentaccess
source Directory Contentthere are no files
agreement Directory Contentthere are no files
4. Conditions of access and use
data URLhttp://urlib.net/ibi/6qtX3pFwXQZeBBx/wihRn
zipped data URLhttp://urlib.net/zip/6qtX3pFwXQZeBBx/wihRn
Languageen
Target File51-58.pdf
User Groupadministrator
Visibilityshown
5. Allied materials
Next Higher Units8JMKD3MGPEW34M/46Q6TJ5
8JMKD3MGPEW34M/4742MCS
Citing Item Listsid.inpe.br/sibgrapi/2022/04.29.19.35 37
sid.inpe.br/sibgrapi/2022/06.10.21.49 2
Host Collectionsid.inpe.br/banon/2001/03.30.15.38
6. Notes
NotesThe conference was held in Florianópolis, SC, Brazil, from October 15 to 18.
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