Colin Campbell

Cited by

	All	Since 2018
Citations	9577	2879
h-index	43	22
i10-index	76	46

600

300

150

450

1998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202335 60 82 133 173 252 309 340 401 389 412 385 390 385 387 436 468 455 470 498 562 590 551 559 570 46

Public access

View all

28 articles

2 articles

available

not available

Based on funding mandates

Co-authors

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 BathVerified email at bath.ac.uk
Konstantinos VeropoulosVerified email at freemail.gr
Simon RogersSenior Lecturer, Computing Science, University of GlasgowVerified email at glasgow.ac.uk
Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
Colin CooperProfessor of Genetics, University of East AngliaVerified email at uea.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
Jose Antonio SeoaneJunior Group Leader at VHIOVerified email at vhio.net
Kristin P. BennettProfessor of Mathematical Sciences, Renssealer Polytechnic InstituteVerified email at rpi.edu
K. Y. M. WongProfessor of Physics, Hong Kong University of Science and TechnologyVerified email at ust.hk
Sameer jhavarResident Radiation OncologyVerified email at sw.org
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Alex SmolaAmazon Web ServicesVerified email at smola.org
Prof. Julian GoughMRC Laboratory of Molecular Biology, CambridgeVerified email at mrc-lmb.cam.ac.uk
Mike TippingDirector of Machine Learning, HomeLink Ltd / Visiting Professor, University of Bath, U.K.Verified email at miketipping.com
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	1079	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	1031	1999
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	546	2015
Query learning with large margin classifiers C Campbell, N Cristianini, A Smola ICML 20 (0), 0, 2000	516	2000
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	468	1998
Learning with support vector machines C Campbell, Y Ying Morgan & Claypool Publishers, 2011	391	2011
Kernel methods: a survey of current techniques C Campbell Neurocomputing 48 (1-4), 63-84, 2002	351	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	343	2003
Bayes point machines R Herbrich, T Graepel, C Campbell Journal of Machine Learning Research 1 (Aug), 245-279, 2001	319	2001
A linear programming approach to novelty detection C Campbell, K Bennett Advances in neural information processing systems 13, 2000	290	2000
Dynamically adapting kernels in support vector machines N Cristianini, C Campbell, J Shawe-Taylor Advances in neural information processing systems 11, 1998	263	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
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	242	2018
Bayesian automatic relevance determination algorithms for classifying gene expression data Y Li, C Campbell, M Tipping Bioinformatics 18 (10), 1332-1339, 2002	220	2002
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	158	2013
An introduction to kernel methods C Campbell Studies in Fuzziness and Soft Computing 66, 155-192, 2001	145	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	141	2005
Sparse metric learning via smooth optimization Y Ying, K Huang, C Campbell Advances in neural information processing systems 22, 2009	138	2009
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	120	2003
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

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors