| 1. Identity statement | |
| Reference Type | Journal Article |
| Site | mtc-m21b.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP5W34M/3HE6FHH |
| Repository | sid.inpe.br/mtc-m21b/2014/11.19.00.00.15 |
| Last Update | 2015:02.19.12.57.14 (UTC) administrator |
| Metadata Repository | sid.inpe.br/mtc-m21b/2014/11.19.00.00.16 |
| Metadata Last Update | 2018:06.04.03.04.33 (UTC) administrator |
| DOI | 10.1007/978-3-319-09153-2_42 |
| ISBN | 9783319091525 |
| ISSN | 0302-9743 |
| Label | scopus 2014-11 MoraisQuilSant:2014:IcGeDa |
| Citation Key | MoraisQuilSant:2014:IcGeDa |
| Title | Icon and geometric data visualization with a self-organizing map grid  |
| Year | 2014 |
| Access Date | 2024, May 19 |
| Type of Work | journal article |
| Secondary Type | PRE PI |
| Number of Files | 1 |
| Size | 813 KiB |
| 2. Context | |
| Author | 1 Morais, Alessandra Marli M. 2 Quiles, M. G. 3 Santos, Rafael Duarte Coelho dos |
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JJ4N |
| Group | 1 LAC-CTE-INPE-MCTI-GOV-BR 2 3 LAC-CTE-INPE-MCTI-GOV-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Universidade Federal de São Paulo (UNIFESP) 3 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 lemarli@gmail.com 2 quiles@unifesp.br 3 rafael.santos@inpe.br |
| e-Mail Address | marcelo.pazos@inpe.br |
| Journal | Lecture Notes in Computer Science |
| Volume | 8584 |
| Number | 6 |
| Pages | 562-575 |
| Secondary Mark | A1_ADMINISTRAÇÃO,_CIÊNCIAS_CONTÁBEIS_E_TURISMO A1_BIODIVERSIDADE A2_GEOGRAFIA B1_SAÚDE_COLETIVA B1_INTERDISCIPLINAR B1_CIÊNCIAS_SOCIAIS_APLICADAS_I B2_EDUCAÇÃO B2_ARQUITETURA_E_URBANISMO B3_MEDICINA_III B3_ENGENHARIAS_I B3_ENGENHARIAS_II B3_ODONTOLOGIA B3_GEOCIÊNCIAS B3_EDUCAÇÃO_FÍSICA B3_MEDICINA_I B3_MEDICINA_II B3_DIREITO B3_PSICOLOGIA B4_MATERIAIS B4_BIOTECNOLOGIA B5_MEDICINA_VETERINÁRIA B5_CIÊNCIAS_BIOLÓGICAS_I B5_CIÊNCIAS_BIOLÓGICAS_II B5_ENSINO C_ASTRONOMIA_/_FÍSICA C_CIÊNCIA_DA_COMPUTAÇÃO C_CIÊNCIAS_AGRÁRIAS_I C_ENGENHARIAS_III C_CIÊNCIAS_BIOLÓGICAS_III C_ENGENHARIAS_IV C_CIÊNCIAS_AMBIENTAIS C_MATEMÁTICA_/_PROBABILIDADE_E C_QUÍMICA |
| History (UTC) | 2018-06-04 03:04:33 :: administrator -> marcelo.pazos@inpe.br :: 2014 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Version Type | finaldraft |
| Keywords | Conformal mapping Flow visualization Geometry Visualization Dimensionality reduction Geometric techniques Intermediate complexity Knowledge discovery in database Kohonen self-organizing maps Multiple dimensions Topology preservation Visualization technique Data visualization |
| Abstract | Data Visualization is an important tool for tasks related to Knowledge Discovery in Databases (KDD). Often the data to be visualized is complex, have multiple dimensions or features and consists of many individual data points, making visualization with traditional icon- and pixel-based and geometric techniques difficult. In this paper we propose a combination of icon-based and geometric-based visualization techniques backed up by a Self-Organizing Map, which allows dimensionality reduction and topology preservation. The technique is applied to some datasets of simple and intermediate complexity, and the results shows that it is possible to reduce clutter and facilitate identification of associations, clusters and outliers. © 2014 Springer International Publishing. |
| Area | COMP |
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Icon and geometric... |
| 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://mtc-m21b.sid.inpe.br/ibi/8JMKD3MGP5W34M/3HE6FHH |
| zipped data URL | http://mtc-m21b.sid.inpe.br/zip/8JMKD3MGP5W34M/3HE6FHH |
| Language | en |
| User Group | administrator marcelo.pazos@inpe.br |
| Reader Group | administrator marcelo.pazos@inpe.br |
| Visibility | shown |
| Archiving Policy | denypublisher denyfinaldraft12 |
| Read Permission | allow from all |
| Update Permission | not transferred |
| 5. Allied materials | |
| Linking | Trabalho não Vinculado à Tese/Dissertação |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP |
| Citing Item List | sid.inpe.br/bibdigital/2013/09.22.23.14 2 sid.inpe.br/mtc-m21/2012/07.13.14.58.32 1 |
| Dissemination | WEBSCI; PORTALCAPES; COMPENDEX; SCOPUS. |
| Host Collection | sid.inpe.br/mtc-m21b/2013/09.26.14.25.20 |
| 6. Notes | |
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel format lineage mark month nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject targetfile tertiarytype url |
| 7. Description control | |
| e-Mail (login) | marcelo.pazos@inpe.br |
| update | |