| 1. Identity statement | ||||
| Reference Type | Book Section | |||
| Site | mtc-m21c.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34R/3R3EGP2 | |||
| Repository | sid.inpe.br/mtc-m21c/2018/05.04.18.36 (restricted access) | |||
| Last Update | 2018:05.04.18.36.03 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21c/2018/05.04.18.36.03 | |||
| Metadata Last Update | 2020:12.07.21.11.36 (UTC) administrator | |||
| DOI | 10.1007/978-3-319-77028-4_43 | |||
| ISSN | 2194-5357 | |||
| Citation Key | SilveiraJrCecaSantRibe:2018:ThSpAs | |||
| Title | Thematic spatiotemporal association rules to track the evolving of visual features and their meaning in satellite image time series  | |||
| Year | 2018 | |||
| Access Date | 2024, May 19 | |||
| Secondary Type | PRE LI | |||
| Number of Files | 1 | |||
| Size | 718 KiB | |||
| 2. Context | ||||
| Author | 1 Silveira Junior, Carlos R. 2 Cecatto, José Roberto 3 Santos, Matilde T. P. 4 Ribeiro, Marcela X. | |||
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHJB | |||
| Group | 1 2 DIDAS-CGCEA-INPE-MCTIC-GOV-BR | |||
| Affiliation | 1 Universidade Federal de São Carlos (UFSCar) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Universidade Federal de São Carlos (UFSCar) 4 Universidade Federal de São Carlos (UFSCar) | |||
| Author e-Mail Address | 1 carlos.silveira@dc.ufscar.br 2 jr.cecatto@inpe.br 3 marilde@dc.ufscar.br 4 marcela@dc.ufscar.br | |||
| Editor | Lafiti, S. | |||
| Book Title | Advances in intelligent systems and computing | |||
| Publisher | Springer | |||
| Volume | 738 | |||
| Pages | 317-323 | |||
| History (UTC) | 2018-05-04 18:36:03 :: simone -> administrator :: 2018-05-04 18:36:33 :: administrator -> simone :: 2018 2018-05-04 18:37:43 :: simone -> administrator :: 2018 2018-07-04 17:51:14 :: administrator -> simone :: 2018 2018-07-06 12:22:05 :: simone -> administrator :: 2018 2020-12-07 21:11:36 :: administrator -> simone :: 2018 | |||
| 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 | Image classification · Spatiotemporal association classifier · Solar data · Thematic spatiotemporal association rules extraction · Temporal series of images · Temporal series of semantic data | |||
| Abstract | Satellite Image Time Series (SITS) is a set of images taken from the same satellite scene at different times. The mining of SITS is challenging task because it requires spatiotemporal data analysis. An example of the need for SITS mining is the analysis of solar flares and their evolving. Thematic Spatiotemporal Association Rules (TSARs) are associations that show spatiotemporal relationships among the values of the thematics attributes. By employing TSARs, we propose an approach to track the evolving of visual features of SITS images and their meaning. Our approach, called Miner of Thematic Spatiotemporal Associations for Images (MiTSAI), considers the data extracting and transformation, the thematic spatiotemporal association rule mining (TSARs), and the post-processing of the mined TSARs, that relate the visual features and their meaning. Our experiment shows that the proposed approach improves the domain expert team understanding of Solar SITS. Moreover, MiTSAI presented an acceptable time performance being able of extracting and processing TSARs using a long period of historical data faster than the period needed for the arrival of new data in the database. | |||
| Area | CEA | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDAS > Thematic spatiotemporal association... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
| |||
| 4. Conditions of access and use | ||||
| Language | en | |||
| User Group | self-uploading-INPE-MCTI-GOV-BR simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGPCW/3ETR8EH | |||
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.52.30 3 sid.inpe.br/bibdigital/2013/10.01.00.07 2 | |||
| Host Collection | urlib.net/www/2017/11.22.19.04 | |||
| 6. Notes | ||||
| Empty Fields | archivingpolicy archivist callnumber city copyholder copyright creatorhistory descriptionlevel dissemination e-mailaddress edition format isbn label lineage mark mirrorrepository nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor seriestitle session shorttitle sponsor subject targetfile tertiarymark tertiarytype translator url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||