Result Details

Mining Moving Object Data

ZENDULKA, J. Mining Moving Object Data. Proceedings of the Eleventh International Conference on Informatics. Košice: Faculty of Electrical Engineering and Informatics, University of Technology Košice, 2011. p. 16-21. ISBN: 978-80-89284-94-8.
Type
conference paper
Language
English
Authors
Zendulka Jaroslav, doc. Ing., CSc., DIFS (FIT)
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.

Keywords

data mining, moving object, trajectory pattern, trajectory outlier

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
ISBN
978-80-89284-94-8
Publisher
Faculty of Electrical Engineering and Informatics, University of Technology Košice
Place
Košice
BibTeX 
@inproceedings{BUT76480,
  author="Jaroslav {Zendulka}",
  title="Mining Moving Object Data",
  booktitle="Proceedings of the Eleventh International Conference on Informatics",
  year="2011",
  pages="16--21",
  publisher="Faculty of Electrical Engineering and Informatics, University of Technology Košice",
  address="Košice",
  isbn="978-80-89284-94-8"
}
Projects
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
Tools and Methods for Video and Image Processing for the Fight against Terrorism, MV, Program bezpečnostního výzkumu České republiky 2010 - 2015, VG20102015006, start: 2010-10-01, end: 2015-09-30, completed
Departments
Department of Information Systems (DIFS)
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