| Estimating dataset size requirements for classifying DNA microarray data S Mukherjee, P Tamayo, S Rogers, R Rifkin, A Engle, C Campbell, ... Journal of computational biology 10 (2), 119-142, 2003 | 278 | 2003 |
| Variational Bayesian multinomial probit regression with Gaussian process priors M Girolami, S Rogers Neural Computation 18 (8), 1790-1817, 2006 | 245 | 2006 |
| A first course in machine learning S Rogers, M Girolami CRC Press, 2016 | 188 | 2016 |
| Investigating the correspondence between transcriptomic and proteomic expression profiles using coupled cluster models S Rogers, M Girolami, W Kolch, KM Waters, T Liu, B Thrall, HS Wiley Bioinformatics 24 (24), 2894-2900, 2008 | 158 | 2008 |
| A Bayesian regression approach to the inference of regulatory networks from gene expression data S Rogers, M Girolami Bioinformatics 21 (14), 3131-3137, 2005 | 129 | 2005 |
| The latent process decomposition of cDNA microarray data sets S Rogers, M Girolami, C Campbell, R Breitling IEEE/ACM transactions on computational biology and bioinformatics 2 (2), 143-156, 2005 | 108 | 2005 |
| Hierarchic Bayesian models for kernel learning M Girolami, S Rogers Proceedings of the 22nd international conference on Machine learning, 241-248, 2005 | 101 | 2005 |
| Probabilistic assignment of formulas to mass peaks in metabolomics experiments S Rogers, RA Scheltema, M Girolami, R Breitling Bioinformatics 25 (4), 512-518, 2009 | 97 | 2009 |
| Topic modeling for untargeted substructure exploration in metabolomics JJJ van Der Hooft, J Wandy, MP Barrett, KEV Burgess, S Rogers Proceedings of the National Academy of Sciences 113 (48), 13738-13743, 2016 | 93 | 2016 |
| ODE parameter inference using adaptive gradient matching with Gaussian processes F Dondelinger, D Husmeier, S Rogers, M Filippone Artificial intelligence and statistics, 216-228, 2013 | 83 | 2013 |
| A user-specific machine learning approach for improving touch accuracy on mobile devices D Weir, S Rogers, R Murray-Smith, M Löchtefeld Proceedings of the 25th annual ACM symposium on User interface software and …, 2012 | 76 | 2012 |
| AnglePose: robust, precise capacitive touch tracking via 3d orientation estimation S Rogers, J Williamson, C Stewart, R Murray-Smith Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2011 | 65 | 2011 |
| Bayesian model-based inference of transcription factor activity S Rogers, R Khanin, M Girolami BMC bioinformatics 8 (2), 1-11, 2007 | 63 | 2007 |
| Prognostic classification of relapsing favorable histology Wilms tumor using cDNA microarray expression profiling and support vector machines RD Williams, SN Hing, BT Greer, CC Whiteford, JS Wei, R Natrajan, ... Genes, Chromosomes and Cancer 41 (1), 65-79, 2004 | 61 | 2004 |
| Accurate garment surface analysis using an active stereo robot head with application to dual-arm flattening L Sun, G Aragon-Camarasa, S Rogers, JP Siebert 2015 IEEE international conference on robotics and automation (ICRA), 185-192, 2015 | 56 | 2015 |
| Uncertain text entry on mobile devices D Weir, H Pohl, S Rogers, K Vertanen, PO Kristensson Proceedings of the SIGCHI conference on human factors in computing systems …, 2014 | 56 | 2014 |
| MetAssign: probabilistic annotation of metabolites from LC–MS data using a Bayesian clustering approach R Daly, S Rogers, J Wandy, A Jankevics, KEV Burgess, R Breitling Bioinformatics 30 (19), 2764-2771, 2014 | 51 | 2014 |
| An optimal frequency in Ca2+ oscillations for stomatal closure is an emergent property of ion transport in guard cells C Minguet-Parramona, Y Wang, A Hills, S Vialet-Chabrand, H Griffiths, ... Plant physiology 170 (1), 33-42, 2016 | 34 | 2016 |
| Modelling water use efficiency in a dynamic environment: an example using Arabidopsis thaliana S Vialet-Chabrand, JSA Matthews, O Brendel, MR Blatt, Y Wang, A Hills, ... Plant Science 251, 65-74, 2016 | 32 | 2016 |
| User-specific touch models in a cross-device context D Buschek, S Rogers, R Murray-Smith Proceedings of the 15th international conference on Human-computer …, 2013 | 30 | 2013 |
Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
