Colin Campbell

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Tom GauntMRC Integrative Epidemiology Unit, University of BristolVerified email at bristol.ac.uk
Yiming YingProfessor, Department of Mathematics and Statistics, University at Albany, SUNYVerified email at albany.edu
Nello CristianiniUniversity of BristolVerified email at bristol.ac.uk
Simon RogersSenior Lecturer, Computing Science, University of GlasgowVerified email at glasgow.ac.uk
Konstantinos VeropoulosVerified email at freemail.gr
Colin CooperProfessor of Genetics, University of East AngliaVerified email at uea.ac.uk
Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
David N. CooperProfessor of Human Molecular Genetics, Cardiff University, UKVerified email at cardiff.ac.uk
Kaizhu HuangProfessor of ECE, Duke Kunshan UniversityVerified email at dukekunshan.edu.cn
Ralf HerbrichHasso Plattner InstituteVerified email at hpi.de
Thore GraepelGlobal Lead Computational Science, AI & ML at Altos Labs and Chair of Machine Learning, UCLVerified email at ucl.ac.uk
Kristin P. BennettProfessor of Mathematical Sciences, Renssealer Polytechnic InstituteVerified email at rpi.edu
Jose Antonio SeoaneJunior Group Leader at VHIOVerified email at vhio.net
Sameer jhavarResident Radiation OncologyVerified email at sw.org
K. Y. M. WongProfessor of Physics, Hong Kong University of Science and TechnologyVerified email at ust.hk
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Alex SmolaAmazon Web ServicesVerified email at smola.org
Mike TippingDirector of Machine Learning, HomeLink Ltd / Visiting Professor, University of Bath, U.K.Verified email at miketipping.com
Prof. Julian GoughMRC Laboratory of Molecular Biology, CambridgeVerified email at mrc-lmb.cam.ac.uk
Sayan MukherjeeDuke University, MITVerified email at stat.duke.edu

Colin Campbell

University of Bristol

Verified email at bris.ac.uk - Homepage

Machine learning bioinformatics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Support vector machines: hype or hallelujah? KP Bennett, C Campbell ACM SIGKDD explorations newsletter 2 (2), 1-13, 2000	1034	2000
Controlling the sensitivity of support vector machines K Veropoulos, C Campbell, N Cristianini Proceedings of the international joint conference on AI 55, 60, 1999	1006	1999
Query learning with large margin classifiers C Campbell, N Cristianini, A Smola ICML 20 (0), 0, 2000	506	2000
An integrative approach to predicting the functional effects of non-coding and coding sequence variation HA Shihab, MF Rogers, J Gough, M Mort, DN Cooper, INM Day, TR Gaunt, ... Bioinformatics 31 (10), 1536-1543, 2015	482	2015
The kernel-adatron algorithm: a fast and simple learning procedure for support vector machines TT Frie, N Cristianini, C Campbell Machine learning: proceedings of the fifteenth international conference …, 1998	451	1998
Learning with support vector machines C Campbell, Y Ying Synthesis lectures on artificial intelligence and machine learning 5 (1), 1-95, 2011	369	2011
Kernel methods: a survey of current techniques C Campbell Neurocomputing 48 (1-4), 63-84, 2002	337	2002
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	317	2003
Bayes point machines R Herbrich, T Graepel, C Campbell Journal of Machine Learning Research 1 (Aug), 245-279, 2001	312	2001
A linear programming approach to novelty detection C Campbell, K Bennett Advances in neural information processing systems 13, 2000	291	2000
Dynamically adapting kernels in support vector machines N Cristianini, C Campbell, J Shawe-Taylor Advances in neural information processing systems 11, 1998	262	1998
N= 2, D= 10 non-chiral supergravity and its spontaneous compactification ICG Campbell, PC West Nuclear Physics B 243 (1), 112-124, 1984	252	1984
Bayesian automatic relevance determination algorithms for classifying gene expression data Y Li, C Campbell, M Tipping Bioinformatics 18 (10), 1332-1339, 2002	216	2002
FATHMM-XF: accurate prediction of pathogenic point mutations via extended features MF Rogers, HA Shihab, M Mort, DN Cooper, TR Gaunt, C Campbell Bioinformatics 34 (3), 511-513, 2018	189	2018
Nine loci for ocular axial length identified through genome-wide association studies, including shared loci with refractive error CY Cheng, M Schache, MK Ikram, TL Young, JA Guggenheim, V Vitart, ... The American Journal of Human Genetics 93 (2), 264-277, 2013	143	2013
Sparse metric learning via smooth optimization Y Ying, K Huang, C Campbell Advances in neural information processing systems 22, 2009	139	2009
An introduction to kernel methods C Campbell Studies in Fuzziness and Soft Computing 66, 155-192, 2001	136	2001
Expression analysis onto microarrays of randomly selected cDNA clones highlights HOXB13 as a marker of human prostate cancer S Edwards, C Campbell, P Flohr, J Shipley, I Giddings, R Te-Poele, ... British journal of cancer 92 (2), 376-381, 2005	126	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	118	2005
Genome-wide screening for complete genetic loss in prostate cancer by comparative hybridization onto cDNA microarrays J Clark, S Edwards, A Feber, P Flohr, M John, I Giddings, S Crossland, ... Oncogene 22 (8), 1247-1252, 2003	118	2003

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