Close
Metadata

1. Identity statement
Reference TypeConference Paper (Conference Proceedings)
Sitesibgrapi.sid.inpe.br
Holder Codeibi 8JMKD3MGPEW34M/46T9EHH
Identifier8JMKD3MGPBW34M/3JMJNL8
Repositorysid.inpe.br/sibgrapi/2015/06.18.22.13
Last Update2015:06.18.22.13.41 (UTC) administrator
Metadata Repositorysid.inpe.br/sibgrapi/2015/06.18.22.13.41
Metadata Last Update2022:06.14.00.08.04 (UTC) administrator
DOI10.1109/SIBGRAPI.2015.38
Citation KeyOnoSiCoPaPaNo:2015:ViExMu
TitleConcentric RadViz: Visual Exploration of Multi-Task Classification
FormatOn-line
Year2015
Access Date2024, Apr. 19
Number of Files1
Size1887 KiB
2. Context
Author1 Ono, Jorge Henrique Piazentin
2 Sikansi, Fabio
3 Corrêa, Débora Cristina
4 Paulovich, Fernando Vieira
5 Paiva, Afonso
6 Nonato, Luis Gustavo
Affiliation1 ICMC - USP
2 ICMC - USP
3 ICMC - USP
4 ICMC - USP
5 ICMC - USP
6 ICMC - USP
EditorPapa, João Paulo
Sander, Pedro Vieira
Marroquim, Ricardo Guerra
Farrell, Ryan
e-Mail Addressjorgehpo@gmail.com
Conference NameConference on Graphics, Patterns and Images, 28 (SIBGRAPI)
Conference LocationSalvador, BA, Brazil
Date26-29 Aug. 2015
PublisherIEEE Computer Society
Publisher CityLos Alamitos
Book TitleProceedings
Tertiary TypeFull Paper
History (UTC)2015-06-18 22:13:41 :: jorgehpo@gmail.com -> administrator ::
2022-06-14 00:08:04 :: administrator -> :: 2015
3. Content and structure
Is the master or a copy?is the master
Content Stagecompleted
Transferable1
Version Typefinaldraft
KeywordsRadViz
Multi-task classification
Information Visualization
AbstractThe discovery of patterns in large data collections is a difficult task. Visualization and machine learning techniques have emerged as a way to facilitate data analysis, providing tools to uncover relevant patterns from the data. This paper presents Concentric RadViz, a general purpose class visualization system that takes into account multi-class, multi-label and multi-task classifiers. Concentric RadViz uses a force attenuation scheme, which minimizes cluttering and ambiguity in the visual layout. In~addition, the user can add concentric circles to the layout in order to represent classification tasks. Our validation results and the application of Concentric RadViz for two real collections suggest that this tool can reveal important data patterns and relations. In our application, the user can interact with the visualization by selecting regions of interest according to specific criteria and changing projection parameters.
Arrangement 1urlib.net > SDLA > Fonds > SIBGRAPI 2015 > Concentric RadViz: Visual...
Arrangement 2urlib.net > SDLA > Fonds > Full Index > Concentric RadViz: Visual...
doc Directory Contentaccess
source Directory Contentthere are no files
agreement Directory Content
agreement.html 18/06/2015 19:13 0.7 KiB 
4. Conditions of access and use
data URLhttp://urlib.net/ibi/8JMKD3MGPBW34M/3JMJNL8
zipped data URLhttp://urlib.net/zip/8JMKD3MGPBW34M/3JMJNL8
Languageen
Target FilePID3770563.pdf
User Groupjorgehpo@gmail.com
Visibilityshown
Update Permissionnot transferred
5. Allied materials
Mirror Repositorysid.inpe.br/banon/2001/03.30.15.38.24
Next Higher Units8JMKD3MGPBW34M/3K24PF8
8JMKD3MGPEW34M/4742MCS
Citing Item Listsid.inpe.br/sibgrapi/2015/08.03.22.49 6
sid.inpe.br/banon/2001/03.30.15.38.24 1
Host Collectionsid.inpe.br/banon/2001/03.30.15.38
6. Notes
Empty Fieldsarchivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume


Close