Lawrence ND - Search Results

1

Linear latent force models using Gaussian processes.

Álvarez MA, Luengo D, Lawrence ND. Álvarez MA, et al. Among authors: lawrence nd. IEEE Trans Pattern Anal Mach Intell. 2013 Nov;35(11):2693-705. doi: 10.1109/TPAMI.2013.86. IEEE Trans Pattern Anal Mach Intell. 2013. PMID: 24051729 Free article.

2

Fast Nonparametric Clustering of Structured Time-Series.

Hensman J, Rattray M, Lawrence ND. Hensman J, et al. Among authors: lawrence nd. IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):383-93. doi: 10.1109/TPAMI.2014.2318711. IEEE Trans Pattern Anal Mach Intell. 2015. PMID: 26353249 Free article.

3

Gaussian process modelling of latent chemical species: applications to inferring transcription factor activities.

Gao P, Honkela A, Rattray M, Lawrence ND. Gao P, et al. Among authors: lawrence nd. Bioinformatics. 2008 Aug 15;24(16):i70-5. doi: 10.1093/bioinformatics/btn278. Bioinformatics. 2008. PMID: 18689843

4

Warped linear mixed models for the genetic analysis of transformed phenotypes.

Fusi N, Lippert C, Lawrence ND, Stegle O. Fusi N, et al. Among authors: lawrence nd. Nat Commun. 2014 Sep 19;5:4890. doi: 10.1038/ncomms5890. Nat Commun. 2014. PMID: 25234577 Free PMC article.

5

A tractable probabilistic model for Affymetrix probe-level analysis across multiple chips.

Liu X, Milo M, Lawrence ND, Rattray M. Liu X, et al. Among authors: lawrence nd. Bioinformatics. 2005 Sep 15;21(18):3637-44. doi: 10.1093/bioinformatics/bti583. Epub 2005 Jul 14. Bioinformatics. 2005. PMID: 16020470

6

A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription.

Sanguinetti G, Rattray M, Lawrence ND. Sanguinetti G, et al. Among authors: lawrence nd. Bioinformatics. 2006 Jul 15;22(14):1753-9. doi: 10.1093/bioinformatics/btl154. Epub 2006 Apr 21. Bioinformatics. 2006. PMID: 16632490

7

Probe-level measurement error improves accuracy in detecting differential gene expression.

Liu X, Milo M, Lawrence ND, Rattray M. Liu X, et al. Among authors: lawrence nd. Bioinformatics. 2006 Sep 1;22(17):2107-13. doi: 10.1093/bioinformatics/btl361. Epub 2006 Jul 4. Bioinformatics. 2006. PMID: 16820429

8

Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities.

Sanguinetti G, Lawrence ND, Rattray M. Sanguinetti G, et al. Among authors: lawrence nd. Bioinformatics. 2006 Nov 15;22(22):2775-81. doi: 10.1093/bioinformatics/btl473. Epub 2006 Sep 11. Bioinformatics. 2006. PMID: 16966362

9

tigre: Transcription factor inference through gaussian process reconstruction of expression for bioconductor.

Honkela A, Gao P, Ropponen J, Rattray M, Lawrence ND. Honkela A, et al. Among authors: lawrence nd. Bioinformatics. 2011 Apr 1;27(7):1026-7. doi: 10.1093/bioinformatics/btr057. Epub 2011 Feb 7. Bioinformatics. 2011. PMID: 21300702

10

Efficient inference for sparse latent variable models of transcriptional regulation.

Dai Z, Iqbal M, Lawrence ND, Rattray M. Dai Z, et al. Among authors: lawrence nd. Bioinformatics. 2017 Dec 1;33(23):3776-3783. doi: 10.1093/bioinformatics/btx508. Bioinformatics. 2017. PMID: 28961802 Free PMC article.

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