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conference paper
Switch Detection in Genetic Regulatory Networks
2007
Hybrid Systems: Computation and Control. HSCC 2007
This paper considers piecewise affine models of genetic regulatory networks and focuses on the problem of detecting switches among different modes of operation in gene expression data. This task constitutes the first step of a procedure for the complete identification of the network. We propose two methods and illustrate the application to the reconstruction of switching times in data produced by a piecewise affine model of the network regulating the carbon starvation response in Es- cherichia coli.
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Type
conference paper
Authors
Porreca, R.
•
Ferrari-Trecate, G.
•
Chieppi, D.
•
Magni, L.
•
Bernard, O.
Editors
Bemporad, A.
•
Bicchi, A.
•
Buttazzo, G.
Publication date
2007
Publisher
Published in
Hybrid Systems: Computation and Control. HSCC 2007
Series title/Series vol.
Lecture Notes in Computer Science; 4416
Start page
754
End page
757
Peer reviewed
REVIEWED
EPFL units
Event name | Event place | Event date |
Pisa, Italy | April 3-5, 2007 | |
Available on Infoscience
January 10, 2017