liu.seSearch for publications in DiVA
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • 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
Identifying Biochemical Reaction Networks From Heterogeneous Datasets
Imperial Coll London, England; Imperial Coll London, England.
University of Cambridge, England; University of Calif Berkeley, CA USA.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0003-4881-8955
University of Cambridge, England; Luxembourg Centre Syst Biomed, Luxembourg.
Show others and affiliations
2015 (English)In: 2015 54TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), IEEE , 2015, p. 2525-2530Conference paper, Published paper (Refereed)
Abstract [en]

In this paper, we propose a new method to identify biochemical reaction networks (i.e. both reactions and kinetic parameters) from heterogeneous datasets. Such datasets can contain (a) data from several replicates of an experiment performed on a biological system; (b) data measured from a biochemical network subjected to different experimental conditions, for example, changes/perturbations in biological inductions, temperature, gene knock-out, gene over-expression, etc. Simultaneous integration of various datasets to perform system identification has the potential to avoid non-identifiability issues typically arising when only single datasets are used.

Place, publisher, year, edition, pages
IEEE , 2015. p. 2525-2530
National Category
Bioinformatics and Computational Biology
Identifiers
URN: urn:nbn:se:liu:diva-133145DOI: 10.1109/CDC.2015.7402596ISI: 000381554502122ISBN: 978-1-4799-7886-1 (print)OAI: oai:DiVA.org:liu-133145DiVA, id: diva2:1055174
Conference
54th IEEE Conference on Decision and Control (CDC)
Available from: 2016-12-12 Created: 2016-12-09 Last updated: 2025-02-07

Open Access in DiVA

No full text in DiVA

Other links

Publisher's full text

Search in DiVA

By author/editor
Ljung, Lennart
By organisation
Automatic ControlFaculty of Science & Engineering
Bioinformatics and Computational Biology

Search outside of DiVA

GoogleGoogle Scholar

doi
isbn
urn-nbn

Altmetric score

doi
isbn
urn-nbn
Total: 159 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • 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