Guido Sanguinetti
Guido Sanguinetti
Reader in Informatics, University of Edinburgh
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TitreCitée parAnnée
Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities
G Sanguinetti, ND Lawrence, M Rattray
Bioinformatics 22 (22), 2775-2781, 2006
Transition of Escherichia coli from aerobic to micro-aerobic conditions involves fast and slow reacting regulatory components
JD Partridge, G Sanguinetti, DP Dibden, RE Roberts, RK Poole, J Green
Journal of Biological Chemistry 282 (15), 11230-11237, 2007
Carbon monoxide-releasing antibacterial molecules target respiration and global transcriptional regulators
KS Davidge, G Sanguinetti, CH Yee, AG Cox, CW McLeod, CE Monk, ...
Journal of Biological Chemistry 284 (7), 4516-4524, 2009
Modelling transcriptional regulation using Gaussian processes
ND Lawrence, G Sanguinetti, M Rattray
Advances in Neural Information Processing Systems, 785-792, 2007
Point process modelling of the Afghan War Diary
A Zammit-Mangion, M Dewar, V Kadirkamanathan, G Sanguinetti
Proceedings of the National Academy of Sciences 109 (31), 12414-12419, 2012
Automatic determination of the number of clusters using spectral algorithms
G Sanguinetti, J Laidler, ND Lawrence
Machine Learning for Signal Processing, 2005 IEEE Workshop on, 55-60, 2005
Accounting for probe-level noise in principal component analysis of microarray data
G Sanguinetti, M Milo, M Rattray, ND Lawrence
Bioinformatics 21 (19), 3748-3754, 2005
puma: a Bioconductor package for propagating uncertainty in microarray analysis
RD Pearson, X Liu, G Sanguinetti, M Milo, ND Lawrence, M Rattray
BMC bioinformatics 10 (1), 211, 2009
Transcript profiling and inference of Escherichia coli K-12 ArcA activity across the range of physiologically relevant oxygen concentrations
MD Rolfe, A Ter Beek, AI Graham, EW Trotter, HMS Asif, S SysMO, ...
Journal of Biological Chemistry, jbc. M110. 211144, 2011
Approximation and inference methods for stochastic biochemical kinetics—a tutorial review
D Schnoerr, G Sanguinetti, R Grima
Journal of Physics A: Mathematical and Theoretical 50 (9), 093001, 2017
Transcription factor binding predicts histone modifications in human cell lines
D Benveniste, HJ Sonntag, G Sanguinetti, D Sproul
Proceedings of the National Academy of Sciences 111 (37), 13367-13372, 2014
Data-driven statistical learning of temporal logic properties
E Bartocci, L Bortolussi, G Sanguinetti
International conference on formal modeling and analysis of timed systems, 23-37, 2014
Variational inference for Markov jump processes
M Opper, G Sanguinetti
Advances in Neural Information Processing Systems, 1105-1112, 2008
Dimensionality reduction of clustered data sets
G Sanguinetti
IEEE Transactions on Pattern Analysis & Machine Intelligence, 535-540, 2007
Smoothed model checking for uncertain continuous-time Markov chains
L Bortolussi, D Milios, G Sanguinetti
Information and Computation 247, 235-253, 2016
System design of stochastic models using robustness of temporal properties
E Bartocci, L Bortolussi, L Nenzi, G Sanguinetti
Theoretical Computer Science 587, 3-25, 2015
Single-trial classification of EEG in a visual object task using ICA and machine learning
AX Stewart, A Nuthmann, G Sanguinetti
Journal of neuroscience methods 228, 1-14, 2014
Peroxynitrite toxicity in Escherichia coli K12 elicits expression of oxidative stress responses and protein nitration and nitrosylation
S McLean, LAH Bowman, G Sanguinetti, RC Read, RK Poole
Journal of Biological Chemistry 285 (27), 20724-20731, 2010
Reprogramming of Escherichia coli K-12 metabolism during the initial phase of transition from an anaerobic to a micro-aerobic environment
EW Trotter, MD Rolfe, AM Hounslow, CJ Craven, MP Williamson, ...
PloS one 6 (9), e25501, 2011
Learning and inference in computational systems biology
ND Lawrence, M Girolami, M Rattray, G Sanguinetti
MIT press, 2010
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