2011

Rogers, S., Williamson, J. , Stewart, C., and Murray-Smith, R. (2011) AnglePose: robust, precise capacitive touch tracking via 3d orientation estimation. In: CHI 2011 : ACM CHI Conference on Human Factors in Computing Systems , 7-12 May 2011, Vancouver, B.C..

2010

Rogers, S., Klami, A., Sinkkonen, J., Girolami, M. , and Kaski, S. (2010) Infinite factorization of multiple non-parametric views. Machine Learning, 79 (1-2). pp. 201-226. ISSN 1573-0565

Rogers, S., Williamson, J. , Stewart, C., and Murray-Smith, R. (2010) FingerCloud: uncertainty and autonomy handover incapacitive sensing. In: Mynatt, E. and Schoner, D. (eds.) CHI '10: Proceedings of the 28th International Conference on Human Factors in Computing Systems, 12-15 April 2010, Atlanta, USA. Association for Computing Machinery, New York, NY, USA, pp. 577-580. ISBN 9781605589299

2009

Rogers, S., Scheltema, R.A., Girolami, M. , and Breitling, R. (2009) Probabilistic assignment of formulas to mass peaks in metabolomics experiments. Bioinformatics, 25 (4). pp. 512-518. ISSN 1367-4803 (doi:10.1093/bioinformatics/btn642)

Polajnar, T., Rogers, S. , and Girolami, M. (2009) Classification of protein interaction sentences via gaussian processes. Lecture Notes in Computer Science, 5780 . pp. 282-292. ISSN 0302-9743 (doi:10.1007/978-3-642-04031-3_25)

Rogers, S., Girolami, M. , and Polajnar, T. (2009) Semi-parametric analysis of multi-rater data. Statistics and Computing, 20 (3). pp. 317-334. ISSN 0960-3174 (doi:10.1007/s11222-009-9125-z)

2008

Rogers, S., Girolami, M. , Kolch, W., Waters, K., Liu, T., Thrall, B., and Wiley, H.S. (2008) Investigating the correspondence between transcriptomic and proteomic expression profiles using coupled cluster models. Bioinformatics, 24 (24). pp. 2894-2900. ISSN 1367-4803 (doi:10.1093/bioinformatics/btn553)

Rogers, S., Scheltema, R., Girolami, M. , and Breitling, R. (2008) Probabilistic assignment of formulas to mass peaks in metabolomics experiments. Bioinformatics . ISSN 1367-4803 (doi:10.1093/bioinformatics/btn642)

2007

Rogers, S., and Girolami, M. (2007) Multi-class semi-supervised learning with the e-truncated multinomial probit Gaussian process. Journal of Machine Learning Research - Proceedings Track, 1 . pp. 17-32.

Rogers, S., Khanin, R., and Girolami, M. (2007) Bayesian model-based inference of transcription factor activity. BMC Bioinformatics, 8 (Suppl ). ISSN 1471-2105 (doi:10.1186/1471-2105-8-S2-S2)

2006

Carrivick, L., Rogers, S. , Clark, J., Campbell, C., Girolami, M. , and Cooper, C. (2006) Identification of prognostic signatures in breast cancer microarray data using Bayesian techniques. Journal of the Royal Society: Interface, 3 (8). pp. 367-381. ISSN 1742-5689 (doi:10.1098/rsif.2005.0093)

Carrivick, L., Rogers, S. , Clark, J., Campbell, C., Girolami, M. , and Cooper, C. (2006) Identification of prognostic signatures in breast cancer microarray data using bayesian techniques. Journal of the Royal Society: Interface, 3 (8). pp. 367-381. ISSN 1742-5689 (doi:10.1098/rsif.2005.0093)

Girolami, M., and Rogers, S. (2006) Variational Bayesian multinomial probit regression with Gaussian process priors. Neural Computation, 18 (8). pp. 1790-1817. ISSN 0899-7667

2005

Rogers, S., Girolami, M. , Campbell, C., and Breitling, R. (2005) The latent process decomposition of cDNA microarray data sets. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2 (2). pp. 143-156. ISSN 1545-5963 (doi:10.1109/TCBB.2005.29)

Girolami, M., and Rogers, S. (2005) Hierarchic Bayesian models for kernel learning. In: Proceedings of the 22nd International Conference on Machine Learning, 7-11 August 2005., Bonn, Germany.

Rogers, S., and Girolami, M. (2005) A Bayesian regression approach to the inference of regulatory networks from gene expression data. Bioinformatics, 21 . pp. 3131-3137. (doi:10.1093/bioinformatics/bti487)

Rogers, S., Girolami, M. , Krebs, R., and Mischak, H. (2005) Disease classification from capillary electrophoresis: mass spectrometry. Lecture Notes in Computer Science, 3686 . pp. 183-191. ISSN 1611-3349 (doi:10.1007/11551188_20)

Forthcoming Publications

Polajnar, T., Rogers, S. , and Girolami, M. Protein interaction detection in sentences via gaussian processes: a preliminary evaluation. International Journal of Data Mining and Bioinformatics . ISSN 1748-5673 (In Press)