| 1. Identity statement | ||||
| Reference Type | Book Section | |||
| Site | mtc-m21d.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34T/4ADMF78 | |||
| Repository | sid.inpe.br/mtc-m21d/2023/12.20.18.28 (restricted access) | |||
| Last Update | 2023:12.20.18.28.04 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21d/2023/12.20.18.28.04 | |||
| Metadata Last Update | 2023:12.27.12.38.10 (UTC) administrator | |||
| Secondary Key | INPE--/ | |||
| DOI | 10.1007/978-3-031-43544-7_7 | |||
| ISBN | 978-3-031-43543-0 978-3-031-43544-7 | |||
| Citation Key | BiondiNetoSoCaSiChSi:2023:ArNeNe | |||
| Title | Artificial neural networks  | |||
| Year | 2023 | |||
| Access Date | 2024, May 17 | |||
| Secondary Type | PRE LI | |||
| Number of Files | 1 | |||
| Size | 402 KiB | |||
| 2. Context | ||||
| Author | 1 Biondi Neto, Luiz 2 Soeiro, Francisco José da Cunha Pires 3 Campos Velho, Haroldo Fraga de 4 Silva, José Demisio Simões da 5 Chalhoub, Ezzat Selim 6 Silva Neto, Antônio José da | |||
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JHC3 4 8JMKD3MGP5W/3C9JHH2 5 8JMKD3MGP5W/3C9JH3F | |||
| Group | 1 2 3 COPDT-CGIP-INPE-MCTI-GOV-BR 4 5 COPDT-CGIP-INPE-MCTI-GOV-BR | |||
| Affiliation | 1 Universidade do Estado do Rio de Janeiro (UERJ) 2 Universidade do Estado do Rio de Janeiro (UERJ) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 Instituto Nacional de Pesquisas Espaciais (INPE) 6 Universidade do Estado do Rio de Janeiro (UERJ) | |||
| Author e-Mail Address | 1 2 3 haroldo.camposvelho@inpe.br | |||
| Editor | Silva Neto, A. J. Becceneri, J. C. Campos Velho, H. F. | |||
| Book Title | Computational intelligence applied to inverse problems in radiative transfer | |||
| Publisher | Springer | |||
| City | Cham | |||
| Pages | 51-66 | |||
| History (UTC) | 2023-12-20 18:42:12 :: simone -> administrator :: 2023 2023-12-27 12:38:10 :: administrator -> simone :: 2023 | |||
| 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 | Artificial Neural Networks (ANNs) ANN Method Algorithm Multilayer perceptron Monte Carlo Method Training Supervised learning Generalization One-dimensional homogeneous participating medium Radiative transfer Levenberg–Marquardt method | |||
| Abstract | In this chapter, the description of the method called Artificial Neural Networks (ANNs) is presented, including a brief history, the algorithm, and its application to the inverse radiative transfer problem, for the determination of the optical thickness, single scattering albedo, and diffuse reflectivities in the internal part of the boundary surfaces of one-dimensional homogeneous participating media. The results obtained with the combination of the ANNs with the Levenberg Marquardt deterministic method (LM) are presented. Furthermore, it is also shown how to obtain estimates for the single scattering albedo and optical thickness in one-dimensional homogeneous participating media, employing ANNs trained with patterns generated with a Monte Carlo Method (MC), with different levels of precision. | |||
| Area | COMP | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGIP > Artificial neural networks | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| Language | en | |||
| Target File | Chapter7.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Read Permission | deny from all and allow from 150.163 | |||
| 5. Allied materials | ||||
| Mirror Repository | urlib.net/www/2021/06.04.03.40.25 | |||
| Next Higher Units | 8JMKD3MGPCW/46KUES5 | |||
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.49.40 3 | |||
| Dissemination | BNDEPOSITOLEGAL | |||
| Host Collection | urlib.net/www/2021/06.04.03.40 | |||
| 6. Notes | ||||
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel documentstage e-mailaddress edition format issn label lineage mark nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarymark serieseditor seriestitle session shorttitle sponsor subject tertiarymark tertiarytype translator url volume | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||