Systems biology: Parameter estimation for biochemical models, FEBS J, vol.276, pp.886-902, 2009. ,
A quantitative approach to catabolite repression in Escherichia coli, J. Biol. Chem, vol.281, pp.2578-2584, 2005. ,
Incremental singular value decomposition of uncertain data with missing values, Proceedings of the 7th European Conference Computer Vision (ECCV 2002), vol.2350, pp.707-727, 2002. ,
Hybrid dynamic modeling of Escherichia coli central metabolic network combining Michaelis-Menten and approximate kinetic equations, Biosystems, vol.100, pp.150-158, 2010. ,
Elements of Information Theory, 2006. ,
System identification challenges from systems biology, Proceedings of the 14th IFAC Symposium System Identification (SYSID 2006), pp.81-93, 2006. ,
Challenges in lin-log modelling of glycolysis in Lactococcus lactis, IET Syst. Biol, vol.2, pp.136-149, 2008. ,
Maximum likelihood from incomplete data via the EM algorithm, J. Roy. Stat. Soc. Ser. B, vol.39, pp.1-38, 1977. ,
Missing data analysis: Making it work in the real world, Annu. Rev. Psychol, vol.60, pp.549-576, 2009. ,
Translating biochemical network models between different kinetic formats, Metab. Eng, vol.11, pp.87-100, 2009. ,
Topology of the global regulatory network of carbon limitation in Escherichia coli, J. Biotechnol, vol.132, pp.359-374, 2007. ,
Effects of spatiotemporal variations on metabolic control: Approximate analysis using (log)linear kinetic models, Biotechnol. Bioeng, vol.54, pp.91-104, 1997. ,
Approximative kinetic formats used in metabolic network modeling, Biotechnol. Bioeng, vol.91, pp.534-545, 2005. ,
The Regulation of Cellular Systems, 1996. ,
Much ado about nothing: a comparison of missing data methods and software to fit incomplete data regression models, Am. Stat, vol.61, pp.79-90, 2007. ,
Multiple high-throughput analyses monitor the response of E. coli to perturbations, Science, vol.316, pp.593-597, 2007. ,
Principal Component Analysis, 1986. ,
Bacterial adaptation through distributed sensing of metabolic fluxes, Mol. Syst. Biol, vol.6, p.355, 2010. ,
Bringing metabolic networks to life: Convenience rate law and thermodynamic constraints, Theor. Biol. Med. Model, vol.3, p.41, 2006. ,
Statistical Analysis with Missing Data, 2002. ,
Randomization, Bootstrap and Monte-Carlo Methods in Biology, 1997. ,
Derivation, identification and validation of a computational model of a novel synthetic regulatory network in yeast, J. Math. Biol, vol.62, pp.685-706, 2011. ,
A method for estimation of elasticities in metabolic networks using steady state and dynamic metabolomics data and linlog kinetics, BMC Bioinformatics, vol.7, p.540, 2006. ,
Model reduction and a priori kinetic parameter identifiability analysis using metabolome time series for metabolic reaction networks with linlog kinetics, Metab. Eng, vol.11, pp.20-30, 2009. ,
A Bayesian missing value estimation method for gene expression profile data, Bioinformatics, vol.19, pp.2088-2096, 2003. ,
Structural and practical identifiability analysis of partially observed dynamical models by exploiting the profile likelihood, i194 at INRA Institut National de la Recherche Agronomique on August, vol.25, pp.1923-1929, 2009. ,
, Downloaded from Identification of metabolic network models from incomplete high-throughput datasets
Inference and missing data, Biometrika, vol.63, pp.581-590, 1976. ,
Multiple imputation after 18+ years, J. Am. Stat. A, vol.81, pp.473-489, 1996. ,
Biochemical Systems Analysis: A Study of Function and Design in Molecular Biology, 1976. ,
Non-linear PCA: A missing data approach, Bioinformatics, vol.21, pp.3887-3895, 2005. ,
Towards a genome-scale kinetic model of cellular metabolism, BMC Syst. Biol, vol.4, p.6, 2010. ,
System identification with information theoretic criteria, Identification, Adaptation, Learning, vol.153, pp.289-338, 1996. ,
Dynamic simulation and metabolic re-design of a branched pathway using linlog kinetics, Metab. Eng, vol.5, pp.164-176, 2003. ,
Optimal re-design of primary metabolism in Escherichia coli using linlog kinetics, Metab. Eng, vol.6, pp.378-90, 2004. ,