Sökning: id:"swepub:oai:DiVA.org:liu-133145" >
Identifying Biochem...
Identifying Biochemical Reaction Networks From Heterogeneous Datasets
-
- Pan, Wei (författare)
- Imperial Coll London, England; Imperial Coll London, England
-
- Yuan, Ye (författare)
- University of Cambridge, England; University of Calif Berkeley, CA USA
-
- Ljung, Lennart (författare)
- Linköpings universitet,Reglerteknik,Tekniska fakulteten
-
visa fler...
-
- Goncalves, Jorge (författare)
- University of Cambridge, England; Luxembourg Centre Syst Biomed, Luxembourg
-
- Stan, Guy-Bart (författare)
- Imperial Coll London, England; Imperial Coll London, England
-
visa färre...
-
(creator_code:org_t)
- IEEE, 2015
- 2015
- Engelska.
-
Ingår i: 2015 54TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC). - : IEEE. - 9781479978861 ; , s. 2525-2530
- Relaterad länk:
-
https://urn.kb.se/re...
-
visa fler...
-
https://doi.org/10.1...
-
visa färre...
Abstract
Ämnesord
Stäng
- 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.
Ämnesord
- NATURVETENSKAP -- Biologi -- Bioinformatik och systembiologi (hsv//swe)
- NATURAL SCIENCES -- Biological Sciences -- Bioinformatics and Systems Biology (hsv//eng)
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
Hitta via bibliotek
Till lärosätets databas