| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP3W/3KN362L |
| Repository | sid.inpe.br/plutao/2015/12.04.14.15.45 |
| Last Update | 2015:12.11.16.06.15 (UTC) administrator |
| Metadata Repository | sid.inpe.br/plutao/2015/12.04.14.15.46 |
| Metadata Last Update | 2018:06.04.23.25.56 (UTC) administrator |
| ISBN | 9789898533456 |
| Label | lattes: 5142426481528206 2 AnochiCamp:2015:DiReUs |
| Citation Key | AnochiCamp:2015:DiReUs |
| Title | Dimensionality reduction using rough set approach for climate prediction  |
| Format | DVD |
| Year | 2015 |
| Access Date | 2024, May 17 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 3089 KiB |
| 2. Context | |
| Author | 1 Anochi, Juliana Aparecida 2 Campos Velho, Haroldo Fraga de |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHC3 |
| Group | 1 CAP-COMP-SPG-INPE-MCTI-GOV-BR 2 LAC-CTE-INPE-MCTI-GOV-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 juliana.anochi@inpe.br 2 haroldo@lac.inpe.br |
| Conference Name | International Conference on Applied Computing, 12 |
| Conference Location | Maynooth |
| Date | 24-26 Oct. |
| Publisher | IADIS: International Association for Development of the Information Society |
| Pages | 181-185 |
| Book Title | Anais |
| Tertiary Type | Paper |
| History (UTC) | 2015-12-04 14:15:46 :: lattes -> administrator :: 2018-06-04 23:25:56 :: administrator -> simone :: 2015 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Keywords | Data mining Rough sets theory Optimal neural network MPMaynooth (Irlanda) Lisboa (Portugal)CA: multi-particle collision algorithm Climate prediction |
| Abstract | In this article, a data mining method to variables selection for climate prediction is presented. The data were processed by Rough Set Theory to extract relevant information to perform the seasonal climate prediction by neural network for the South of Brazil, with a reduced data set. The neural network was self-configured by MPCA metaheuristic. Two experiments were conducted with neural network: complete meteorological input variables, and reduced data set extract from the rough set theory. |
| Area | COMP |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Dimensionality reduction using... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > Dimensionality reduction using... |
| 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/8JMKD3MGP3W/3KN362L |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W/3KN362L |
| Language | en |
| Target File | 1_anochi.pdf |
| User Group | lattes simone |
| Reader Group | administrator simone |
| Visibility | shown |
| Read Permission | allow from all |
| Update Permission | not transferred |
| 5. Allied materials | |
| Mirror Repository | urlib.net/www/2011/03.29.20.55 |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/3F2PHGS |
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.49.40 8 |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination doi e-mailaddress edition editor issn lineage mark nextedition notes numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress project publisheraddress rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark type url versiontype volume |
| 7. Description control | |
| e-Mail (login) | simone |
| update | |