Simon Rogers

Cited by

	All	Since 2016
Citations	2926	1630
h-index	26	23
i10-index	49	37

460

230

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345

20042005200620072008200920102011201220132014201520162017201820192020202114 38 78 68 95 118 111 120 111 152 172 192 203 296 294 271 459 102

Co-authors

Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
Rainer BreitlingProfessor of Systems Biology, Manchester Institute of Biotechnology, University of ManchesterVerified email at manchester.ac.uk
Roderick Murray-SmithProfessor of Computing Science, University of Glasgow, School of Computing ScienceVerified email at glasgow.ac.uk
Maurizio FilipponeAssociate Professor - EURECOMVerified email at eurecom.fr
Gerardo Aragon-CamarasaSchool of Computing Science, University of GlasgowVerified email at dcs.gla.ac.uk
John WilliamsonLecturer, Computing Science, University of GlasgowVerified email at dcs.gla.ac.uk
Daryl WeirAalto UniversityVerified email at aalto.fi
Faizuddin Mohd NoorUniversiti Kuala LumpurVerified email at unikl.edu.my
Andrew RamsayResearch Assistant, School of Computing Science, University of GlasgowVerified email at glasgow.ac.uk
Sayan MukherjeeDuke University, MITVerified email at stat.duke.edu
Ryan M. RifkinMIT, GoogleVerified email at mit.edu
Tamara PolajnarComputer Laboratory, University of Cambridge, UKVerified email at cam.ac.uk
Frank DondelingerLead Data Analyst, RocheVerified email at roche.com
Craig StewartResearch Assistant, University of DundeeVerified email at pipandcraig.com
Katrina WatersPacific Northwest National LaboratoryVerified email at pnnl.gov
Raya Khanin, PhDAssociate Laboratory Member, Memorial Sloan Kettering Cancer Center; Cofounder LifeNomeVerified email at cbio.mskcc.org
Andris JankevicsExperimental Officer, Phenome Centre Birmingham,University of BirminghamVerified email at bham.ac.uk
Daniel BuschekUniversity of BayreuthVerified email at uni-bayreuth.de
Markus LöchtefeldAalborg UniversityVerified email at create.aau.dk
Keith VertanenAssociate Professor, Michigan Technological UniversityVerified email at mtu.edu

Simon Rogers

Senior Lecturer, Computing Science, University of Glasgow

Verified email at glasgow.ac.uk

Machine Learning Computational Metabolomics Computational Biology


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	293	2003
Variational Bayesian multinomial probit regression with Gaussian process priors M Girolami, S Rogers Neural Computation 18 (8), 1790-1817, 2006	263	2006
A first course in machine learning S Rogers, M Girolami CRC press, 2016	221	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	166	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	131	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	127	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	112	2005
Hierarchic Bayesian models for kernel learning M Girolami, S Rogers Proceedings of the 22nd international conference on Machine learning, 241-248, 2005	103	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	102	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	93	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	85	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	77	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	66	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	66	2011
Bayesian model-based inference of transcription factor activity S Rogers, R Khanin, M Girolami BMC bioinformatics 8 (2), 1-11, 2007	64	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	63	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	62	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	55	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	54	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	42	2016

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