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Mapping of the JDL data fusion model to bioinformatics
University of Skövde, School of Humanities and Informatics.
University of Skövde, School of Humanities and Informatics.
University of Skövde, School of Humanities and Informatics.
2007 (English)In: Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on, IEEE Press, 2007, 2969-2974 p.Conference paper, (Refereed)
Abstract [en]

Information fusion (IF) is a rapidly developing research area which concerns the study of methods to combine the analysis of different data sources in such a way that it increases our understanding of the system under study. The synergistic effects of using multiple data sources and repeatedly updating the model when new data is available, increases the reliability of the model and makes it better suited for e.g. decision support. However, information fusion is a challenging task and more research is needed on how to best integrate data of heterogeneous types and structures in a combined analysis. Initially, IF was mainly used in military contexts, but the algorithms developed are likely to be useful in many other domains. The JDL Data Fusion Model was developed to facilitate IF processes. Here, we investigate its applicability for bioinformatics problems in general and we present an example where it is applied in a study of stem cell differentiation.

Place, publisher, year, edition, pages
IEEE Press, 2007. 2969-2974 p.
National Category
Engineering and Technology
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-1461DOI: 10.1109/ICSMC.2007.4414074ISI: 000255016302158Scopus ID: 2-s2.0-40949087188ISBN: 978-1-4244-0991-4 OAI: oai:DiVA.org:his-1461DiVA: diva2:25386
Conference
2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007;Montreal, QC;7 October 2007through10 October 2007;Code71583
Available from: 2008-09-26 Created: 2008-09-26 Last updated: 2013-03-19

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Synnergren, JaneGamalielsson, JonasBjörn, Olsson
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CiteExportLink to record
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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
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