Faculty of Information Technology, BUT

Publication Details

Mining Moving Object Data

ZENDULKA Jaroslav. Mining Moving Object Data. In: Proceedings of the Eleventh International Conference on Informatics. Košice: Faculty of Electrical Engineering and Informatics, University of Technology Košice, 2011, pp. 16-21. ISBN 978-80-89284-94-8.
Czech title
Dolování v datech pohybujících se objektů
Type
conference paper
Language
english
Authors
Keywords
data mining, moving object, trajectory pattern, trajectory outlier
Abstract
Currently there is a lot of devices that provide information about objects and this together with location-based services accumulate huge volume of moving object data, including trajectories. This paper deals with two useful analysis tasks - mining moving object data patterns and trajectory outlier detection. We also present our experience with the TOP-EYE trajectory outlier detection algorithm that we applied on two real-world data sets.
Annotation
Currently there is a lot of devices that provide information about objects together with location-based services accumulate huge volume of moving object data, including trajectories. This paper deals with two useful analysis tasks - mining moving object data patterns and trajectory outlier detection. We also present our experience with the TOP-EYE trajectory outlier detection algorithm when we applied it on two real-world data sets.
Published
2011
Pages
16-21
Proceedings
Proceedings of the Eleventh International Conference on Informatics
Conference
Informatics 2011 - 11th International Scientific Conference on Informatics, Rožňava, SK
ISBN
978-80-89284-94-8
Publisher
Faculty of Electrical Engineering and Informatics, University of Technology Košice
Place
Košice, SK
BibTeX
@INPROCEEDINGS{FITPUB9799,
   author = "Jaroslav Zendulka",
   title = "Mining Moving Object Data",
   pages = "16--21",
   booktitle = "Proceedings of the Eleventh International Conference on Informatics",
   year = 2011,
   location = "Ko\v{s}ice, SK",
   publisher = "Faculty of Electrical Engineering and Informatics, University of Technology Ko\v{s}ice",
   ISBN = "978-80-89284-94-8",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9799"
}
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