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Tipo da ReferênciaJournal Article
Identificador8JMKD3MGP3W34R/3UTSP6H
Repositóriosid.inpe.br/mtc-m21c/2020/02.12.09.52
Metadadossid.inpe.br/mtc-m21c/2020/02.12.09.52.01
Sitemtc-m21c.sid.inpe.br
DOI10.4018/IJDWM.2020010102
Código do Detentorisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Chave de CitaçãoMonteiroSantFerr:2020:MiPaTr
Autor1 Monteiro, Diego Vilela
2 Santos, Rafael Duarte Coelho dos
3 Ferreira, Karine Reis
Identificador de Curriculo1
2 8JMKD3MGP5W/3C9JJ4N
3 8JMKD3MGP5W/3C9JHKN
Grupo1 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR
2 LABAC-COCTE-INPE-MCTIC-GOV-BR
3 DIDPI-CGOBT-INPE-MCTIC-GOV-BR
Afiliação1 Instituto Nacional de Pesquisas Espaciais (INPE)
2 Instituto Nacional de Pesquisas Espaciais (INPE)
3 Instituto Nacional de Pesquisas Espaciais (INPE)
Endereço de e-Mail do Autor1
2 rafael.santos@inpe.br
3 karine.ferreira@inpe.br
TítuloMining partners in trajectories
RevistaInternational Journal of Data Warehousing and Mining
Ano2020
Volume16
Número1
Mêsjan./mar.
Palavras-ChaveData Mining, Moving Objects, Pattern, R, Trajectory.
ResumoSpatiotemporal 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.
Páginas22-38
Idiomaen
Tipo de Trabalhojournal article
AreaCOMP
Última Atualização dos Metadados2020:02.14.22.51.47 sid.inpe.br/bibdigital@80/2006/04.07.15.50 administrator
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Tipo do ConteudoExternal Contribution
Estágio do Documentonot transferred
Permissão de Leituradeny from all and allow from 150.163
Unidades Imediatamente Superiores8JMKD3MGPCW/3EQCCU5
8JMKD3MGPCW/3ESGTTP
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Data de Acesso17 fev. 2020
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