| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | J8LNKAN8RW/3D53LKN |
| Repository | dpi.inpe.br/plutao/2012/11.28.16.47.53 |
| Last Update | 2015:03.16.17.06.52 (UTC) administrator |
| Metadata Repository | dpi.inpe.br/plutao/2012/11.28.16.47.54 |
| Metadata Last Update | 2018:06.05.00.02.06 (UTC) administrator |
| Secondary Key | INPE--PRE/ |
| Label | lattes: 2720072834057575 2 SambattiAnLuCaShCa:2012:AuCoNe |
| Citation Key | SambattiAnLuCaShCa:2012:AuCoNe |
| Title | Automatic configuration for neural network applied to atmospheric temperature profile identification  |
| Year | 2012 |
| Access Date | 2024, May 17 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 135 KiB |
| 2. Context | |
| Author | 1 Sambatti, Sabrina Bergoch Monteiro 2 Anochi, Juliana Aparecida 3 Luz, Eduardo Fávero Pacheco da 4 Carvalho, Adenilson R. 5 Shiguemori, Elcio Hideiti 6 Campos Velho, Haroldo Fraga de |
| Resume Identifier | 1 2 3 4 5 6 8JMKD3MGP5W/3C9JHC3 |
| Group | 1 LAC-CTE-INPE-MCTI-GOV-BR 2 LAC-CTE-INPE-MCTI-GOV-BR 3 LAC-CTE-INPE-MCTI-GOV-BR 4 5 6 LAC-CTE-INPE-MCTI-GOV-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 SERPRO 5 Instituto de Estudos Avançado (IEAv) 6 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 sabrinabms@gmail.com 2 juliana.anochi@lac.inpe.br 3 4 5 6 haroldo@lac.inpe.br |
| e-Mail Address | juliana.anochi@lac.inpe.br |
| Conference Name | International Conference on Engineering Optimization (EngOpt). |
| Conference Location | Rio de Janeiro - RJ |
| Date | 2012 |
| Book Title | Proceedings |
| Tertiary Type | Paper |
| History (UTC) | 2012-11-28 23:06:29 :: lattes -> marciana :: 2012 2012-12-04 11:11:31 :: marciana -> administrator :: 2012 2018-06-05 00:02:06 :: administrator -> marciana :: 2012 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Version Type | publisher |
| Keywords | Atmospheric temperature profile artificial neural network optimized topology inverse problem |
| Abstract | Multi-particle collision algorithm (MPCA) is applied to design an optimum architecture for a supervised ANN. The MPCA optimization algorithm emulates a collision process of multiple particles inspired in processes of a neutron traveling in a nuclear reactor. The procedure to carry out the automatic configuration for multi-layer perceptron (MLP) neural network is applied to identify the vertical temperature profiles are obtained from measured satellite radiance data. The MLP-NN is trained with data provided by the direct model characterized by the Radiative Transfer Equation (RTE). The MLP-NN results are compared to the ones computed using regularized inverse solutions. In addition to synthetic data (corrupted by noise), real radiation data from the HIRS/2 (High Resolution Infrared Radiation Sounder) is used as input for the MLP-NN to generate temperature profiles that are compared with the temperature profiles measured by a radiosonde. The comparison between the results obtined with automatic process and previous configuration chosen by an expert is evaluated. |
| Area | COMP |
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Automatic {configuration} for... |
| 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/J8LNKAN8RW/3D53LKN |
| zipped data URL | http://urlib.net/zip/J8LNKAN8RW/3D53LKN |
| Language | en |
| Target File | sambatti_automatic.pdf |
| User Group | lattes marciana |
| Reader Group | administrator marciana |
| Visibility | shown |
| Read Permission | allow from all |
| Update Permission | not transferred |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP |
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.49.40 2 sid.inpe.br/bibdigital/2013/09.22.23.14 1 |
| 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 edition editor format isbn issn lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project publisher publisheraddress rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark type url volume |
| 7. Description control | |
| e-Mail (login) | marciana |
| update | |