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» PartSpan: Parallel Sequence Mining of Trajectory Patterns
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FSKD
2008
Springer
123views Fuzzy Logic» more  FSKD 2008»
8 years 4 months ago
PartSpan: Parallel Sequence Mining of Trajectory Patterns
The trajectory pattern mining problem has recently attracted increasing attention. This paper precisely addresses the parallel mining problem of trajectory patterns as well as the...
Shaojie Qiao, Changjie Tang, Shucheng Dai, Mingfan...
JIPS
2010
154views more  JIPS 2010»
7 years 10 months ago
Mining Spatio-Temporal Patterns in Trajectory Data
Spatio-temporal patterns extracted from historical trajectories of moving objects reveal important knowledge about movement behavior for high quality LBS services. Existing approac...
Juyoung Kang 0002, Hwan-Seung Yong
PAKDD
2015
ACM
50views Data Mining» more  PAKDD 2015»
2 years 11 months ago
Mining Massive-Scale Spatiotemporal Trajectories in Parallel: A Survey
With the popularization of positioning devices such as GPS navigators and smart phones, large volumes of spatiotemporal trajectory data have been produced at unprecedented speed. F...
Pengtao Huang, Bo Yuan
EUROPAR
2001
Springer
8 years 8 months ago
Parallel Tree Projection Algorithm for Sequence Mining
Discovery of sequential patterns is becoming increasingly useful and essential in many scienti c and commercial domains. Enormous sizes of available datasets and possibly large nu...
Valerie Guralnik, Nivea Garg, George Karypis
KDD
2009
ACM
196views Data Mining» more  KDD 2009»
8 years 10 months ago
WhereNext: a location predictor on trajectory pattern mining
The pervasiveness of mobile devices and location based services is leading to an increasing volume of mobility data. This side effect provides the opportunity for innovative meth...
Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fo...
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