 | 2009 |
| 14 |  | Visakan Kadirkamanathan,
Guido Sanguinetti,
Mark A. Girolami,
Mahesan Niranjan,
Josselin Noirel:
Pattern Recognition in Bioinformatics, 4th IAPR International Conference, PRIB 2009, Sheffield, UK, September 7-9, 2009. Proceedings
Springer 2009 |
| 13 |  | Richard D. Pearson,
Xuejun Liu,
Guido Sanguinetti,
Marta Milo,
Neil D. Lawrence,
Magnus Rattray:
puma: a Bioconductor package for propagating uncertainty in microarray analysis.
BMC Bioinformatics 10: (2009) |
| 12 |  | Guido Sanguinetti,
Andreas Ruttor,
Manfred Opper,
Cédric Archambeau:
Switching regulatory models of cellular stress response.
Bioinformatics 25(10): 1280-1286 (2009) |
| 2008 |
| 11 |  | Josselin Noirel,
Guido Sanguinetti,
Phillip C. Wright:
Identifying differentially expressed subnetworks with MMG.
Bioinformatics 24(23): 2792-2793 (2008) |
| 10 |  | Guido Sanguinetti,
Josselin Noirel,
Phillip C. Wright:
MMG: a probabilistic tool to identify submodules of metabolic pathways.
Bioinformatics 24(8): 1078-1084 (2008) |
| 9 |  | Guido Sanguinetti:
Dimensionality Reduction of Clustered Data Sets.
IEEE Trans. Pattern Anal. Mach. Intell. 30(3): 535-540 (2008) |
| 2007 |
| 8 |  | Manfred Opper,
Guido Sanguinetti:
Variational inference for Markov jump processes.
NIPS 2007 |
| 2006 |
| 7 |  | Guido Sanguinetti,
Magnus Rattray,
Neil D. Lawrence:
Identifying Submodules of Cellular Regulatory Networks.
CMSB 2006: 155-168 |
| 6 |  | Guido Sanguinetti,
Neil D. Lawrence:
Missing Data in Kernel PCA.
ECML 2006: 751-758 |
| 5 |  | Neil D. Lawrence,
Guido Sanguinetti,
Magnus Rattray:
Modelling transcriptional regulation using Gaussian Processes.
NIPS 2006: 785-792 |
| 4 |  | 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 |  | 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 |  | 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 |  | 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) |