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A Study of Anomaly Detection in Data from Urban Sensor Networks
Training Systems and Information Fusion, Business Area Electronic Defence Systems, Saab AB, Skövde, Sweden.
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre.
2012 (English)In: Modeling Decisions for Artificial Intelligence: 9th International Conference, MDAI 2012, Girona, Catalonia, Spain, November 21-23, 2012. Proceedings / [ed] Vicenç Torra, Yasuo Narukawa, Beatriz López, Mateu Villaret, Springer Berlin/Heidelberg, 2012, 185-196 p.Conference paper, (Refereed)
Abstract [en]

In many sensor systems used in urban environments, the amount of data produced can be vast. To aid operators of such systems, high-level information fusion can be used for automatically analyzing the surveillance information. In this paper an anomaly detection approach for finding areas with traffic patterns that deviate from what is considered normal is evaluated. The use of such approaches could help operators in identifying areas with an increased risk for ambushes  or improvised explosive devices (IEDs).

Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2012. 185-196 p.
Series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743 ; 7647 LNAI
Keyword [en]
Anomaly detection, decision support, traffic flow analysis
National Category
Computer and Information Science
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-6920DOI: 10.1007/978-3-642-34620-0_18Scopus ID: 2-s2.0-84869487128ISBN: 978-3-642-34169-4 ISBN: 978-3-642-34620-0 OAI: oai:DiVA.org:his-6920DiVA: diva2:578011
Conference
9th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2012; Girona, Catalonia; 21 November 2012 through 23 November 2012
Available from: 2012-12-17 Created: 2012-12-17 Last updated: 2015-01-16Bibliographically approved

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf