| 1. Identity statement | |
| Reference Type | Journal Article |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | J8LNKAN8RW/39RQBDH |
| Repository | dpi.inpe.br/plutao/2011/06.11.02.58 |
| Last Update | 2011:10.14.12.25.42 (UTC) administrator |
| Metadata Repository | dpi.inpe.br/plutao/2011/06.11.02.58.48 |
| Metadata Last Update | 2018:06.05.00.01.18 (UTC) administrator |
| Secondary Key | INPE--PRE/ |
| ISSN | 0103-4308 2175-2745 |
| Label | lattes: 9922863822347014 3 SoaresDutrVija:2011:XMFoEx |
| Citation Key | SoaresDutrVija:2011:XMFoEx |
| Title | TSML: A XML-based Format for Exchange of Training Samples for Pattern Recognition in Remote Sensing Images  |
| Year | 2011 |
| Access Date | 2024, May 19 |
| Secondary Type | PRE PN |
| Number of Files | 1 |
| Size | 508 KiB |
| 2. Context | |
| Author | 1 Soares, Marinalva Dias 2 Dutra, Luciano Vieira 3 Vijaykumar, Nandamudi Lankalapalli |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHMA 3 8JMKD3MGP5W/3C9JHTU |
| Group | 1 2 DPI-OBT-INPE-MCT-BR 3 LAC-CTE-INPE-MCT-BR |
| Affiliation | 1 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 2 3 vijay@lac.inpe.br |
| e-Mail Address | vijay@lac.inpe.br |
| Journal | Revista de Informática Teórica e Aplicada |
| Volume | 17 |
| Number | 1 |
| Pages | 13-30 |
| Secondary Mark | C_BIOTECNOLOGIA B3_CIÊNCIA_DA_COMPUTAÇÃO B4_EDUCAÇÃO B5_ENGENHARIAS_IV B4_GEOCIÊNCIAS C_GEOGRAFIA B2_INTERDISCIPLINAR B3_MATEMÁTICA_/_PROBABILIDADE_E_ESTATÍSTICA C_MEDICINA_I C_PSICOLOGIA C_SAÚDE_COLETIVA C_SOCIOLOGIA |
| History (UTC) | 2011-06-11 17:43:44 :: lattes -> marciana :: 2011 2011-11-01 18:24:15 :: marciana -> banon :: 2011 2011-11-22 17:11:33 :: banon -> administrator :: 2011 2018-06-05 00:01:18 :: administrator -> marciana :: 2011 |
| 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 |
| Abstract | The availability of large and complex data sets has shifted the focus of pattern recognition towards developing techniques that can efficiently handle these types of data sets. For example, Multiple Classifier Systems claim their ability in reducing the error and complexity of classification by partitioning the data space and combining classifiers predictions. However, it is not an easy task to generate several partitions and moreover to use them in an efficient manner. Another difficult aspect is related to the exchange of training data in different formats among systems to combine classifiers of different and heterogeneous systems. This paper presents a model and structure of training samples based on XML (eXtensible Markup Language) to facilitate the partitioning and exchange among different image classification system. The main contribution is to apply the flexibility of XML that addresses interoperability and communication among heterogeneous systems in partitioning data sets as well as to facilitate interchange of such sets among image processing and pattern recognition systems. |
| Area | SRE |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > TSML: A XML-based... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > TSML: A XML-based... |
| 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/39RQBDH |
| zipped data URL | http://urlib.net/zip/J8LNKAN8RW/39RQBDH |
| Language | en |
| Target File | 10385-69893-1-PB.pdf |
| User Group | administrator banon lattes marciana |
| Visibility | shown |
| Archiving Policy | allowpublisher allowfinaldraft |
| Update Permission | not transferred |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3ESGTTP |
| Citing Item List | sid.inpe.br/bibdigital/2013/09.09.15.05 1 |
| Dissemination | PORTALCAPES |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel doi format isbn keywords lineage mark mirrorrepository month nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission rightsholder schedulinginformation secondarydate session shorttitle sponsor subject tertiarymark tertiarytype typeofwork url |
| 7. Description control | |
| e-Mail (login) | marciana |
| update | |