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» Efficient Mining of Spatiotemporal Patterns
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DATAMINE
2008
58views more  DATAMINE 2008»
13 years 9 months ago
Mining spatio-temporal patterns in object mobility databases
Florian Verhein, Sanjay Chawla
DASFAA
2006
IEEE
133views Database» more  DASFAA 2006»
14 years 3 months ago
Mining Spatio-temporal Association Rules, Sources, Sinks, Stationary Regions and Thoroughfares in Object Mobility Databases
Abstract. As mobile devices proliferate and networks become more locationaware, the corresponding growth in spatio-temporal data will demand analysis techniques to mine patterns th...
Florian Verhein, Sanjay Chawla
AUSDM
2008
Springer
235views Data Mining» more  AUSDM 2008»
13 years 11 months ago
ShrFP-Tree: An Efficient Tree Structure for Mining Share-Frequent Patterns
Share-frequent pattern mining discovers more useful and realistic knowledge from database compared to the traditional frequent pattern mining by considering the non-binary frequen...
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer,...
GIS
2004
ACM
14 years 10 months ago
Efficient detection of motion patterns in spatio-temporal data sets
Moving point object data can be analyzed through the discovery of patterns. We consider the computational efficiency of detecting four such spatio-temporal patterns, namely flock,...
Joachim Gudmundsson, Marc J. van Kreveld, Bettina ...
ALMOB
2007
170views more  ALMOB 2007»
13 years 9 months ago
A spatio-temporal mining approach towards summarizing and analyzing protein folding trajectories
Understanding the protein folding mechanism remains a grand challenge in structural biology. In the past several years, computational theories in molecular dynamics have been empl...
Hui Yang, Srinivasan Parthasarathy, Duygu Ucar