Items where Author is "Rattray, Magnus"

Journal Article

Durrande, Nicolas and Hensman, James and Rattray, Magnus and Lawrence, Neil D. (2016) Detecting periodicities with Gaussian processes. PeerJ Computer Science, 2: e50.

Hensman, James and Papastamoulis, Panagiotis and Glaus, Peter and Honkela, Antti and Rattray, Magnus (2015) Fast and accurate approximate inference of transcript expression from RNA-seq data. Bioinformatics, 31 (24). pp. 3881-3889. ISSN 1367-4803

Amin, Shilu and Donaldson, Ian J. and Zannino, Denise A. and Hensman, James and Rattray, Magnus and Losa, Marta and Spitz, François and Ladam, Franck and Sagerström, Charles and Bobola, Nicoletta (2015) Hoxa2 selectively enhances meis binding to change a branchial arch ground state. Developmental Cell, 32 (3). pp. 265-277. ISSN 1534-5807

Hensman, James and Rattray, Magnus and Lawrence, Neil D. (2015) Fast nonparametric clustering of structured time-series. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37 (2): 6802369. pp. 383-393. ISSN 0162-8828

Papastamoulis, Panagiotis and Hensman, James and Glaus, Peter and Rattray, Magnus (2014) Improved variational Bayes inference for transcript expression estimation. Statistical Applications in Genetics and Molecular Biology, 13 (2). pp. 203-216. ISSN 2194-6302

Gossan, Nicole and Zeef, Leo and Hensman, James and Hughes, Alun and Bateman, John F. and Rowley, Lynn and Little, Christopher B. and Piggins, Hugh D. and Rattray, Magnus and Boot-Handford, Raymond P. and Meng, Qing Jun (2013) The circadian clock in murine chondrocytes regulates genes controlling key aspects of cartilage homeostasis. Arthritis and Rheumatism, 65 (9). pp. 2334-2345. ISSN 0004-3591

Hensman, James and Lawrence, Neil D. and Rattray, Magnus (2013) Hierarchical Bayesian modelling of gene expression time series across irregularly sampled replicates and clusters. BMC Bioinformatics, 14 (1): 252. ISSN 1471-2105

Donaldson, Ian J. and Amin, Shilu and Hensman, James J. and Kutejova, Eva and Rattray, Magnus and Lawrence, Neil and Hayes, Andrew and Ward, Christopher M. and Bobola, Nicoletta (2012) Genome-wide occupancy links Hoxa2 to Wnt-β-catenin signaling in mouse embryonic development. Nucleic Acids Research, 40 (9). pp. 3990-4001. ISSN 0305-1048

Contribution in Book/Report/Proceedings

Hensman, James and Rattray, Magnus and Lawrence, Neil D. (2012) Fast variational inference in the conjugate exponential family. In: Advances in Neural Information Processing Systems :. UNSPECIFIED, USA, pp. 2888-2896. ISBN 9781627480031