Joshua Knowles

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	All	Since 2015
Citations	22067	8992
h-index	61	40
i10-index	113	89

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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, Biostatistics & Data Science, School of Science, Edith Cowan UniversityVerified email at ecu.edu.au
Roy GoodacreDepartment of Biochemistry & Systems Biology, ISMIB, University of LiverpoolVerified email at liverpool.ac.uk
Marco DorigoFNRS Research Director, IRIDIA, Université Libre de BruxellesVerified email at ulb.ac.be
Ian D WilsonImperial College, LondonVerified email at imperial.ac.uk
Eckart ZitzlerHead of Research, Lucerne University of Applied Sciences and ArtsVerified email at eckartzitzler.com
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 PlattDepartment of ChemistryVerified email at lboro.ac.uk
Simon LovellProfessor of Molecular Biology, University of ManchesterVerified 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
Robert LyonEdge Hill UniversityVerified email at edgehill.ac.uk

Joshua Knowles

Invenia Labs; University of Birmingham; University of Manchester

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	2699	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	1667	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	1362	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	1188	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	1105	2001
Computational cluster validation in post-genomic data analysis J Handl, J Knowles, DB Kell Bioinformatics 21 (15), 3201-3212, 2005	958	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	911*	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	830	2006
On metrics for comparing nondominated sets J Knowles, D Corne Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002	691	2002
An evolutionary approach to multiobjective clustering J Handl, J Knowles IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007	664	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	478	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	413	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	389	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	357	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	345	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	313	2007
Quality assessment of pareto set approximations E Zitzler, J Knowles, L Thiele Multiobjective Optimization, 373-404, 2008	302	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	291	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	270	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	270	2002

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