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» Privacy-Preserving Data Mining on Moving Object Trajectories
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GIS
2009
ACM
14 years 8 months ago
On-Line Discovery of Flock Patterns in Spatio-Temporal Data
With the recent advancements and wide usage of location detection devices, large quantities of data are collected by GPS and cellular technologies in the form of trajectories. Whi...
Marcos R. Vieira, Petko Bakalov, Vassilis J. Tsotr...
KDD
2007
ACM
159views Data Mining» more  KDD 2007»
14 years 8 months ago
Constraint-driven clustering
Clustering methods can be either data-driven or need-driven. Data-driven methods intend to discover the true structure of the underlying data while need-driven methods aims at org...
Rong Ge, Martin Ester, Wen Jin, Ian Davidson
MDM
2007
Springer
14 years 1 months ago
Moppy-Mobile Object Position Prediction Application
—In this paper we present Moppy — an application for mobile object position prediction. Moppy is an easy to use, intuitive application with interactive graphical user interface...
Lukasz Rosikiewicz, Mikolaj Morzy
SIGMOD
2006
ACM
109views Database» more  SIGMOD 2006»
14 years 7 months ago
OMCAT: optimal maintenance of continuous queries' answers for trajectories
We present our prototype system, OMCAT, which optimizes the reevaluation of a set of pending continuous spatio-temporal queries on trajectory data, when some of the trajectories a...
Hui Ding, Goce Trajcevski, Peter Scheuermann
ISAAC
2007
Springer
89views Algorithms» more  ISAAC 2007»
14 years 1 months ago
Finding Popular Places
Widespread availability of location aware devices (such as GPS receivers) promotes capture of detailed movement trajectories of people, animals, vehicles and other moving objects, ...
Marc Benkert, Bojan Djordjevic, Joachim Gudmundsso...