2008 |
10 | EE | Guido Sanguinetti,
Josselin Noirel,
Phillip C. Wright:
MMG: a probabilistic tool to identify submodules of metabolic pathways.
Bioinformatics 24(8): 1078-1084 (2008) |
9 | EE | Guido Sanguinetti:
Dimensionality Reduction of Clustered Data Sets.
IEEE Trans. Pattern Anal. Mach. Intell. 30(3): 535-540 (2008) |
2007 |
8 | EE | Manfred Opper,
Guido Sanguinetti:
Variational inference for Markov jump processes.
NIPS 2007 |
2006 |
7 | EE | Guido Sanguinetti,
Magnus Rattray,
Neil D. Lawrence:
Identifying Submodules of Cellular Regulatory Networks.
CMSB 2006: 155-168 |
6 | EE | Guido Sanguinetti,
Neil D. Lawrence:
Missing Data in Kernel PCA.
ECML 2006: 751-758 |
5 | EE | Neil D. Lawrence,
Guido Sanguinetti,
Magnus Rattray:
Modelling transcriptional regulation using Gaussian Processes.
NIPS 2006: 785-792 |
4 | EE | Guido Sanguinetti,
Magnus Rattray,
Neil D. Lawrence:
A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription.
Bioinformatics 22(14): 1753-1759 (2006) |
3 | EE | Guido Sanguinetti,
Neil D. Lawrence,
Magnus Rattray:
Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities.
Bioinformatics 22(22): 2775-2781 (2006) |
2 | EE | Magnus Rattray,
Xuejun Liu,
Guido Sanguinetti,
Marta Milo,
Neil D. Lawrence:
Propagating uncertainty in microarray data analysis.
Briefings in Bioinformatics 7(1): 37-47 (2006) |
2005 |
1 | EE | Guido Sanguinetti,
Marta Milo,
Magnus Rattray,
Neil D. Lawrence:
Accounting for probe-level noise in principal component analysis of microarray data.
Bioinformatics 21(19): 3748-3754 (2005) |