Simon Rogers

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	Toutes	Depuis 2015
Citations	2682	1585
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Coauteurs

Mark GirolamiUniversity of CambridgeAdresse e-mail validée de cam.ac.uk
Rainer BreitlingProfessor of Systems Biology, Manchester Institute of Biotechnology, University of ManchesterAdresse e-mail validée de manchester.ac.uk
Roderick Murray-SmithProfessor of Computing Science, University of Glasgow, School of Computing ScienceAdresse e-mail validée de glasgow.ac.uk
Maurizio FilipponeAssociate Professor - EURECOMAdresse e-mail validée de eurecom.fr
John WilliamsonLecturer, Computing Science, University of GlasgowAdresse e-mail validée de dcs.gla.ac.uk
Gerardo Aragon-CamarasaLecturer, School of Computing Science, University of GlasgowAdresse e-mail validée de dcs.gla.ac.uk
Daryl WeirAalto UniversityAdresse e-mail validée de aalto.fi
Faizuddin Mohd NoorUniversiti Kuala LumpurAdresse e-mail validée de unikl.edu.my
Sayan MukherjeeDuke University, MITAdresse e-mail validée de stat.duke.edu
Ryan M. RifkinMIT, GoogleAdresse e-mail validée de mit.edu
Tamara PolajnarComputer Laboratory, University of Cambridge, UKAdresse e-mail validée de cam.ac.uk
Craig StewartResearch Assistant, University of DundeeAdresse e-mail validée de pipandcraig.com
Frank DondelingerLead Data Analyst, RocheAdresse e-mail validée de roche.com
Katrina WatersPacific Northwest National LaboratoryAdresse e-mail validée de pnnl.gov
Raya Khanin, PhDAssociate Laboratory Member, Memorial Sloan Kettering Cancer Center; Cofounder LifeNomeAdresse e-mail validée de cbio.mskcc.org
Andris JankevicsExperimental Officer, Phenome Centre Birmingham,University of BirminghamAdresse e-mail validée de bham.ac.uk
Daniel BuschekUniversity of BayreuthAdresse e-mail validée de uni-bayreuth.de
Markus LöchtefeldAalborg UniversityAdresse e-mail validée de create.aau.dk
Tommi SuvitaivalSteno Diabetes Center CopenhagenAdresse e-mail validée de regionh.dk
Keith VertanenAssociate Professor, Michigan Technological UniversityAdresse e-mail validée de mtu.edu

Simon Rogers

Senior Lecturer, Computing Science, University of Glasgow

Adresse e-mail validée de glasgow.ac.uk

Machine Learning Computational Metabolomics Computational Biology


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	282	2003
Variational Bayesian multinomial probit regression with Gaussian process priors M Girolami, S Rogers Neural Computation 18 (8), 1790-1817, 2006	253	2006
A first course in machine learning S Rogers, M Girolami CRC Press, 2016	198	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	159	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	130	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	110	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	104	2016
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	99	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	87	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	81	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	66	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	59	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	58	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	53	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	36	2016
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	34	2020
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	32	2019

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