his.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
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
Implementation and integration of a Bayesian Network for prediction of tactical intention into a ground target simulator
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre. University of Skövde, Skövde Artificial Intelligence Lab (SAIL).
University of Skövde, The Informatics Research Centre. University of Skövde, School of Humanities and Informatics. University of Skövde, Skövde Artificial Intelligence Lab (SAIL).ORCID iD: 0000-0001-8884-2154
2006 (English)In: Proceedings of the 9th IEEE International Conference on Information Fusion (FUSION 2006), Florence, Italy, July 10–13, 2006, IEEE Computer Society, 2006, 1-7 p.Conference paper, (Refereed)
Abstract [en]

Prediction of the enemy's intention is a main issue of threat analysis, and, hence, will be an important part of the C2-systems of tomorrow. A technique that can be useful for this kind of predictions is Bayesian networks (BNs). We have developed a BN for prediction of the enemy's tactical intention, and the implemented BN has been integrated into a ground target simulation framework. The general problem of how to find appropriate prior distributions for BNs has been addressed by developing a tool for data collection, which may make it easier to come up with appropriate prior distributions, by learning conditional probability tables from collected cases, i.e. parameter learning

Place, publisher, year, edition, pages
IEEE Computer Society, 2006. 1-7 p.
National Category
Computer Science
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-1924DOI: 10.1109/ICIF.2006.301605ISI: 000245998000045Scopus ID: 2-s2.0-50149099190ISBN: 0-9721844-6-5 ISBN: 1-4244-0953-5 OAI: oai:DiVA.org:his-1924DiVA: diva2:32200
Conference
9th IEEE International Conference on Information Fusion (FUSION 2006), Florence, Italy, July 10–13, 2006
Available from: 2007-09-21 Created: 2007-09-21 Last updated: 2015-01-19Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full textScopus

Search in DiVA

By author/editor
Johansson, FredrikFalkman, Göran
By organisation
School of Humanities and InformaticsThe Informatics Research CentreSkövde Artificial Intelligence Lab (SAIL)
Computer Science

Search outside of DiVA

GoogleGoogle Scholar

Altmetric score

Total: 46 hits
CiteExportLink to record
Permanent link

Direct link
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