Colin Campbell - Google Scholar

Cited by

	All	Since 2015
Citations	7929	2773
h-index	41	24
i10-index	70	49

540

270

135

405

1998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202035 58 76 138 171 239 303 331 396 377 403 382 393 364 390 438 461 442 437 474 527 526 363

Co-authors

Yiming YingDepartment of Mathematics and Statistics, University at Albany, SUNYVerified email at albany.edu
Nello CristianiniUniversity of BristolVerified email at bristol.ac.uk
Tom GauntMRC Integrative Epidemiology Unit, University of BristolVerified email at bristol.ac.uk
Konstantinos VeropoulosVerified email at freemail.gr
Simon RogersSenior Lecturer, Computing Science, University of GlasgowVerified email at glasgow.ac.uk
Colin CooperProfessor of Genetics, University of East AngliaVerified email at uea.ac.uk
Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
Kaizhu HuangProfessor of Electrical and Electronic Engineering, Xi'an Jiaotong Liverpool UniversityVerified email at xjtlu.edu.cn
David N. CooperProfessor of Human Molecular Genetics, Cardiff University, UKVerified email at cardiff.ac.uk
Ralf HerbrichZalandoVerified email at zalando.de
Thore GraepelResearch Scientist, Google DeepMind, and Professor of Computer Science, UCLVerified email at ucl.ac.uk
Kristin P. BennettProfessor of Mathematical Sciences, Renssealer Polytechnic InstituteVerified email at rpi.edu
Jose Antonio SeoaneInstructorVerified email at stanford.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
Mike TippingProfessor of Data Science, 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	908	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	899	1999
Query learning with large margin classifiers C Campbell, N Cristianini, A Smola ICML 20 (0), 0, 2000	474	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	432	1998
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	317	2015
Kernel methods: a survey of current techniques C Campbell Neurocomputing 48 (1-4), 63-84, 2002	313	2002
Learning with support vector machines C Campbell, Y Ying Synthesis lectures on artificial intelligence and machine learning 5 (1), 1-95, 2011	295	2011
Bayes point machines R Herbrich, T Graepel, C Campbell Journal of Machine Learning Research 1 (Aug), 245-279, 2001	289	2001
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
A linear programming approach to novelty detection C Campbell, KP Bennett Advances in neural information processing systems, 395-401, 2001	272	2001
N= 2, D= 10 non-chiral supergravity and its spontaneous compactification ICG Campbell, PC West Nuclear Physics B 243 (1), 112-124, 1984	244	1984
Dynamically adapting kernels in support vector machines N Cristianini, C Campbell, J Shawe-Taylor Advances in neural information processing systems, 204-210, 1999	243	1999
Bayesian automatic relevance determination algorithms for classifying gene expression data Y Li, C Campbell, M Tipping Bioinformatics 18 (10), 1332-1339, 2002	207	2002
An introduction to kernel methods C Campbell Studies in Fuzziness and Soft Computing 66, 155-192, 2001	126	2001
Sparse metric learning via smooth optimization Y Ying, K Huang, C Campbell Advances in neural information processing systems, 2214-2222, 2009	117	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	116	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	110	2005
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	109	2005
Automated identification of tubercle bacilli in sputum. A preliminary investigation. K Veropoulos, GË Learmonth, C Campbell, B Knight, J Simpson Analytical and quantitative cytology and histology 21 (4), 277, 1999	90	1999
Identification of amplified and expressed genes in breast cancer by comparative hybridization onto microarrays of randomly selected cDNA clones J Clark, S Edwards, M John, P Flohr, T Gordon, K Maillard, I Giddings, ... Genes, Chromosomes and Cancer 34 (1), 104-114, 2002	84	2002

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

Upload PDF

Follow this author

Cited by

Co-authors