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An Information Fusion Approach to Controlling Complexity in Bioinformatics Research
University of Skövde, School of Humanities and Informatics.
University of Skövde, School of Humanities and Informatics.
University of Skövde, School of Humanities and Informatics.
University of Skövde, School of Humanities and Informatics.
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2005 (English)In: 2005 IEEE Computational Systems Bioinformatics Conference: Workshops & Poster Abstracts: CSB 2005, IEEE Computer Society, 2005, 299-304 p.Conference paper, (Refereed)
Abstract [en]

Information Fusion (IF) is about combining, or fusing, information from different sources in order to facilitate our understanding of a complex system and thereby provide insights that could not be gained from any of the individual data sources in isolation. We argue in this paper that there is a need for applying an IF approach in bioinformatics research, since the aim of bioinformatics is to understand complex biological systems using many different data sources providing complementary views of the system. We illustrate this argument with two application examples, where IF-based bioinformatics is applied to the study of stem cell differentiation and lipid digestion, respectively. We also discuss the use of automated information extraction from text sources, which is an essential component of a bioinformatics IF approach, given the abundant literature.

Place, publisher, year, edition, pages
IEEE Computer Society, 2005. 299-304 p.
Identifiers
URN: urn:nbn:se:his:diva-1711DOI: 10.1109/CSBW.2005.22Scopus ID: 2-s2.0-33749054892ISBN: 0-7695-2442-7 OAI: oai:DiVA.org:his-1711DiVA: diva2:31987
Conference
2005 IEEE Computational Systems Bioinformatics Conference, Workshops and Poster Abstracts; Stanford, CA; 8 August 2005 through 11 August 2005
Available from: 2007-08-20 Created: 2007-08-20 Last updated: 2013-03-19Bibliographically approved

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Olsson, BjörnNilsson, PatricGawronska, BarbaraPersson, AnneZiemke, TomAndler, Sten F.
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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
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More styles
Language
  • de-DE
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  • en-US
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  • nn-NO
  • nn-NB
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  • Other locale
More languages
Output format
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  • asciidoc
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