Simon Rogers
Simon Rogers
Senior Lecturer, Computing Science, University of Glasgow
Verified email at
Cited by
Cited by
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
Variational Bayesian multinomial probit regression with Gaussian process priors
M Girolami, S Rogers
Neural Computation 18 (8), 1790-1817, 2006
A first course in machine learning
S Rogers, M Girolami
CRC press, 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
A Bayesian regression approach to the inference of regulatory networks from gene expression data
S Rogers, M Girolami
Bioinformatics 21 (14), 3131-3137, 2005
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
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
Hierarchic Bayesian models for kernel learning
M Girolami, S Rogers
Proceedings of the 22nd international conference on Machine learning, 241-248, 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
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
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
Feature-based molecular networking in the GNPS analysis environment
LF Nothias, D Petras, R Schmid, K Dührkop, J Rainer, A Sarvepalli, ...
Nature Methods 17 (9), 905-908, 2020
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
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
Bayesian model-based inference of transcription factor activity
S Rogers, R Khanin, M Girolami
BMC bioinformatics 8 (2), 1-11, 2007
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
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
MolNetEnhancer: Enhanced molecular networks by integrating metabolome mining and annotation tools
M Ernst, KB Kang, AM Caraballo-Rodríguez, LF Nothias, J Wandy, ...
Metabolites 9 (7), 144, 2019
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
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
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