title   
  

Mining periodic patterns in spatio-temporal sequences at different time granularities.

Saygın, Yücel and Karlı, Sezin (2008) Mining periodic patterns in spatio-temporal sequences at different time granularities. (Accepted/In Press)

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Official URL: http://www.iospress.nl/loadtop/load.php?isbn=1088467x

Abstract

With the advancement of technology, it is now easy to collect the location information of mobile users over time. Spatio-temporal data mining techniques were proposed in the literature for the extraction of patterns from spatio-temporal data. However, current techniques can only extract patterns of the finest time granularity, and therefore overlooks potential patterns available at coarser time granularities. In this work, we propose two techniques to allow mining at different time granularities. Experimental results show that the proposed techniques are indeed effective and efficient for mining periodic spatio-temporal patterns at different time granularities.

Item Type:Article
Subjects:Q Science > Q Science (General)
ID Code:10811
Deposited By:Yücel Saygın
Deposited On:01 Dec 2008 13:27
Last Modified:01 Dec 2009 18:47

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