Joshua Knowles - Google Scholar

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Citations	21521	8494
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Co-authors

David CorneProfessor of Computer Science, Heriot-Watt University, EdinburghVerified email at macs.hw.ac.uk
Julia HandlProfessor in Decision Sciences & Alan Turing Fellow, The University of ManchesterVerified email at manchester.ac.uk
Douglas KellUniversity of LiverpoolVerified email at liv.ac.uk
Warwick DunnUniversity of Birmingham, UKVerified email at bham.ac.uk
Antony HalsallCollege Manager, College of Natural SciencesVerified email at bangor.ac.uk
David BroadhurstProfessor, Biological Data Science, School of Science, Edith Cowan UniversityVerified email at ecu.edu.au
Roy GoodacreInstitute of Systems, Molecular and Integrative Biology, University of LiverpoolVerified email at liverpool.ac.uk
Marco DorigoFNRS Research Director, IRIDIA, Université Libre de BruxellesVerified email at ulb.ac.be
Eckart ZitzlerHead of Research, Lucerne University of Applied Sciences and ArtsVerified email at eckartzitzler.com
Ian D WilsonImperial College, LondonVerified email at imperial.ac.uk
Steve O'HaganComputer Officer, MIB & School of Chemistry, University of ManchesterVerified email at manchester.ac.uk
Richard AllmendingerSenior Lecturer at The University of Manchester, UKVerified email at manchester.ac.uk
Kalyanmoy DebKoenig Endowed Chair Professor, Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu
David C WedgeProfessor of Cancer Genomics and Data Science, University of ManchesterVerified email at manchester.ac.uk
Lothar ThieleProfessor of Computer Engineering, ETH ZurichVerified email at ethz.ch
Mark PlattSenior Lecturer in the Department of ChemistryVerified email at lboro.ac.uk
Simon LovellProfessor of Molecular Biology, University of ManchesterVerified email at manchester.ac.uk
Philip DayReader in GenomicsVerified email at manchester.ac.uk
Richard A. WatsonUniversity of SouthamptonVerified email at ecs.soton.ac.uk
Dr Andrew W NichollsHead of Bioimaging, GlaxoSmithKlineVerified email at gsk.com

Joshua Knowles

Invenia Labs

Verified email at invenialabs.co.uk - Homepage

Evolutionary Computation Multiobjective Optimization Machine Learning AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Approximating the nondominated front using the pareto archived evolution strategy JD Knowles, DW Corne Evolutionary Computation 8 (2), 149-172, 2000	2652	2000
The pareto archived evolution strategy: A new baseline algorithm for pareto multiobjective optimisation J Knowles, D Corne Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No …, 1999	1634	1999
Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry GR Dunn W.B., Broadhurst D., Begley P., Zelena E Nature Protocols 6 (7), 1060-1083, 2011	1271	2011
The Pareto envelope-based selection algorithm for multiobjective optimization DW Corne, JD Knowles, MJ Oates International conference on parallel problem solving from nature, 839-848, 2000	1170	2000
PESA-II: Region-based selection in evolutionary multiobjective optimization DW Corne, NR Jerram, JD Knowles, MJ Oates Proceedings of the 3rd Annual Conference on Genetic and Evolutionary …, 2001	1068	2001
Computational cluster validation in post-genomic data analysis J Handl, J Knowles, DB Kell Bioinformatics 21 (15), 3201-3212, 2005	930	2005
A tutorial on the performance assessment of stochastic multiobjective optimizers J Knowles, L Thiele, E Zitzler Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute …, 2005	897*	2005
ParEGO: a hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems J Knowles IEEE Transactions on Evolutionary Computation 10 (1), 50-66, 2006	799	2006
On metrics for comparing nondominated sets J Knowles, D Corne Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002	672	2002
An evolutionary approach to multiobjective clustering J Handl, J Knowles IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007	650	2007
M-PAES: A memetic algorithm for multiobjective optimization JD Knowles, DW Corne Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No …, 2000	473	2000
Reducing local optima in single-objective problems by multi-objectivization JD Knowles, RA Watson, DW Corne International conference on evolutionary multi-criterion optimization, 269-283, 2001	401	2001
A MAX-MIN Ant System for the University Course Timetabling Problem K Socha, J Knowles, M Sampels International Workshop on Ant Algorithms, 1-13, 2002	381	2002
Properties of an adaptive archiving algorithm for storing nondominated vectors J Knowles, D Corne IEEE Transactions on Evolutionary Computation 7 (2), 100-116, 2003	350	2003
Development of a robust and repeatable UPLC− MS method for the long-term metabolomic study of human serum E Zelena, WB Dunn, D Broadhurst, S Francis-McIntyre, KM Carroll, ... Analytical chemistry 81 (4), 1357-1364, 2009	332	2009
Techniques for highly multiobjective optimisation: some nondominated points are better than others DW Corne, JD Knowles Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007	304	2007
Quality assessment of pareto set approximations E Zitzler, J Knowles, L Thiele Multiobjective Optimization, 373-404, 2008	287	2008
Multiobjective optimization in bioinformatics and computational biology J Handl, DB Kell, J Knowles IEEE/ACM Transactions on computational biology and bioinformatics 4 (2), 279-292, 2007	282	2007
A comparison of the performance of different metaheuristics on the timetabling problem O Rossi-Doria, M Sampels, M Birattari, M Chiarandini, M Dorigo, ... International conference on the practice and theory of automated timetabling …, 2002	264	2002
A comparison of the performance of different metaheuristics on the timetabling problem O Rossi-Doria, M Sampels, M Birattari, M Chiarandini, M Dorigo, ... International conference on the practice and theory of automated timetabling …, 2002	264	2002

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