| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | sibgrapi.sid.inpe.br |
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
| Identifier | 6qtX3pFwXQZeBBx/De5Q4 |
| Repository | sid.inpe.br/banon/2004/08.21.12.06 |
| Last Update | 2004:08.21.03.00.00 (UTC) administrator |
| Metadata Repository | sid.inpe.br/banon/2004/08.21.12.06.37 |
| Metadata Last Update | 2022:06.14.00.12.49 (UTC) administrator |
| DOI | 10.1109/SIBGRA.2004.1352979 |
| Citation Key | ArteroOliv:2004:EfExVi |
| Title | Viz3D: Effective exploratory visualization of large multidimensional data sets.  |
| Format | On-line |
| Year | 2004 |
| Access Date | 2024, Apr. 28 |
| Number of Files | 1 |
| Size | 353 KiB |
| 2. Context | |
| Author | 1 Artero, Almir Olivette 2 Oliveira, Maria Cristina Ferreira |
| Affiliation | 1 Instituto de Ciências Matemáticas e Computação 2 Universidade de São Paulo 3 Caixa Postal 668, 13.560-970, São Carlos SP, Brasil |
| Editor | Araújo, Arnaldo de Albuquerque Comba, João Luiz Dihl Navazo, Isabel Sousa, Antônio Augusto de |
| e-Mail Address | {almir,cristina}@icmc.usp.br |
| Conference Name | Brazilian Symposium on Computer Graphics and Image Processing, 17 (SIBGRAPI) - Ibero-American Symposium on Computer Graphics, 2 (SIACG) |
| Conference Location | Curitiba, PR, Brazil |
| Date | 17-20 Oct. 2004 |
| Publisher | IEEE Computer Society |
| Publisher City | Los Alamitos |
| Book Title | Proceedings |
| Tertiary Type | Full Paper |
| History (UTC) | 2008-07-17 14:10:58 :: almir -> banon :: 2008-08-26 15:15:44 :: banon -> administrator :: 2009-08-13 20:37:38 :: administrator -> banon :: 2010-08-28 20:01:15 :: banon -> administrator :: 2022-06-14 00:12:49 :: administrator -> :: 2004 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Version Type | finaldraft |
| Keywords | information visualization visual data mining clustering |
| Abstract | We propose a multidimensional visualization technique, named Viz3D, that creates a 3D representation of n-dimensional data that may be interactively manipulated by users to handle visual cluttering and object occlusion. The projection performed in Viz3D is comparable in quality with the 3D projections obtained with well-known dimensionality reduction techniques, at a lower complexity cost. While a 3D projection conveys more information, giving the user more control of the visual representation and an additional dimension, as compared to 2D, visual cluttering and object occlusion are still a problem in handling large multidimensional data sets. To produce more effective visualizations, two strategies are introduced. Dimensionality is handled with a similarity clustering of attributes prior to projection. Data set size is handled with a new strategy of visualizing data densities, rather than individual data records. Both the direct and density Viz3D visualizations provide the basis for a user driven visual clustering approach applicable to high dimensional data sets that is very simple, intuitive and effective. |
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2004 > Viz3D: Effective exploratory... |
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Viz3D: Effective exploratory... |
| 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/De5Q4 |
| zipped data URL | http://urlib.net/zip/6qtX3pFwXQZeBBx/De5Q4 |
| Language | en |
| Target File | 4418_Artero_Oliveira.pdf |
| User Group | almir administrator |
| Visibility | shown |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPEW34M/46QM2BE 8JMKD3MGPEW34M/4742MCS |
| Citing Item List | sid.inpe.br/sibgrapi/2022/05.03.00.29 8 |
| Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage edition electronicmailaddress group isbn issn label lineage mark mirrorrepository 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 |