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Reference TypeJournal Article
Identifier8JMKD3MGP3W34R/3UTSP6H
Repositorysid.inpe.br/mtc-m21c/2020/02.12.09.52
Metadatasid.inpe.br/mtc-m21c/2020/02.12.09.52.01
Sitemtc-m21c.sid.inpe.br
DOI10.4018/IJDWM.2020010102
Holder Codeisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Citation KeyMonteiroSantFerr:2020:MiPaTr
Author1 Monteiro, Diego Vilela
2 Santos, Rafael Duarte Coelho dos
3 Ferreira, Karine Reis
Resume Identifier1
2 8JMKD3MGP5W/3C9JJ4N
3 8JMKD3MGP5W/3C9JHKN
Group1 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR
2 LABAC-COCTE-INPE-MCTIC-GOV-BR
3 DIDPI-CGOBT-INPE-MCTIC-GOV-BR
Affiliation1 Instituto Nacional de Pesquisas Espaciais (INPE)
2 Instituto Nacional de Pesquisas Espaciais (INPE)
3 Instituto Nacional de Pesquisas Espaciais (INPE)
Author e-Mail Address1
2 rafael.santos@inpe.br
3 karine.ferreira@inpe.br
TitleMining partners in trajectories
JournalInternational Journal of Data Warehousing and Mining
Year2020
Volume16
Number1
Monthjan./mar.
KeywordsData Mining, Moving Objects, Pattern, R, Trajectory.
AbstractSpatiotemporal data is everywhere, being gathered from different devices such as Earth Observation and GPS satellites, sensor networks and mobile gadgets. Spatiotemporal data collected from moving objects is of particular interest for a broad range of applications. In the last years, such applications have motivated many pieces of research on moving object trajectory data mining. In this article, it is proposed an efficient method to discover partners in moving object trajectories. Such a method identifies pairs of trajectories whose objects stay together during certain periods, based on distance time series analysis. It presents two case studies using the proposed algorithm. This article also describes an R package, called TrajDataMining, that contains algorithms for trajectory data preparation, such as filtering, compressing and clustering, as well as the proposed method Partner.
Pages22-38
Languageen
Type of Workjournal article
AreaCOMP
Metadata Last Update2020:02.14.22.51.47 sid.inpe.br/bibdigital@80/2006/04.07.15.50 administrator
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