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Publications of Author

1. Guido Sanguinetti, Magnus Rattray, Neil D. Lawrence
   Identifying Submodules of Cellular Regulatory Networks. [Citation Graph (0, 0)][DBLP]
   CMSB, 2006, pp:155-168 [Conf]
   
2. Guido Sanguinetti, Neil D. Lawrence
   Missing Data in Kernel PCA. [Citation Graph (0, 0)][DBLP]
   ECML, 2006, pp:751-758 [Conf]
   
3. Magnus Rattray, Xuejun Liu, Guido Sanguinetti, Marta Milo, Neil D. Lawrence
   Propagating uncertainty in microarray data analysis. [Citation Graph (0, 0)][DBLP]
   Briefings in Bioinformatics, 2006, v:7, n:1, pp:37-47 [Journal]
   
4. Guido Sanguinetti, Marta Milo, Magnus Rattray, Neil D. Lawrence
   Accounting for probe-level noise in principal component analysis of microarray data. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2005, v:21, n:19, pp:3748-3754 [Journal]
   
5. Guido Sanguinetti, Magnus Rattray, Neil D. Lawrence
   A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2006, v:22, n:14, pp:1753-1759 [Journal]
   
6. Guido Sanguinetti, Neil D. Lawrence, Magnus Rattray
   Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2006, v:22, n:22, pp:2775-2781 [Journal]
   
7. Neil D. Lawrence, Guido Sanguinetti, Magnus Rattray
   Modelling transcriptional regulation using Gaussian Processes. [Citation Graph (0, 0)][DBLP]
   NIPS, 2006, pp:785-792 [Conf]
   
8. 
   Variational inference for Markov jump processes. [Citation Graph (, )][DBLP]
   
   
9. 
   MMG: a probabilistic tool to identify submodules of metabolic pathways. [Citation Graph (, )][DBLP]
   
   
10. 
    Identifying differentially expressed subnetworks with MMG. [Citation Graph (, )][DBLP]
    
    
11. 
    Switching regulatory models of cellular stress response. [Citation Graph (, )][DBLP]
    
    
12. 
    Learning combinatorial transcriptional dynamics from gene expression data. [Citation Graph (, )][DBLP]
    
    
13. 
    puma: a Bioconductor package for propagating uncertainty in microarray analysis. [Citation Graph (, )][DBLP]