Julia Handl

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Douglas KellUniversity of LiverpoolVerified email at liv.ac.uk
Simon LovellProfessor of Molecular Biology, University of ManchesterVerified email at manchester.ac.uk
Marco DorigoFNRS Research Director, IRIDIA, Université Libre de BruxellesVerified email at ulb.ac.be
Mario Garza-FabreCINVESTAVVerified email at cinvestav.mx
Bernd MeyerProfessor, Monash UniversityVerified email at monash.edu
Shaun M KandathilUniversity College LondonVerified email at ucl.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
Roy GoodacreDepartment of Biochemistry and Systems Biology, ISMIB, University of LiverpoolVerified email at liverpool.ac.uk
Irena SpasicProfessor in Computer Science, Cardiff UniversityVerified email at cs.cardiff.ac.uk
David I. EllisUniversity of ManchesterVerified email at manchester.ac.uk
Warwick DunnUniversity of Birmingham, UKVerified email at bham.ac.uk
Dong-Ling XuUniversity of ManchesterVerified email at manchester.ac.uk
Juan Esteban DíazDirector of the Data Science Institute, Professor of Operations and Supply Chain, USFQVerified email at usfq.edu.ec
Neil SwainstonUniversity of LiverpoolVerified email at liverpool.ac.uk
Jean-Marc SchwartzUniversity of ManchesterVerified email at manchester.ac.uk
David BakerUniversity of WashingtonVerified email at uw.edu
Cameron ShandDepartment of Computer Science, University College LondonVerified email at ucl.ac.uk
Andrew M. Webbprev. University of ManchesterVerified email at awebb.info
Riza Batista-NavarroLecturer in Text Mining, School of Computer Science, University of ManchesterVerified email at manchester.ac.uk

Julia Handl

Professor in Decision Sciences & Alan Turing Fellow, The University of Manchester

Verified email at manchester.ac.uk

Unsupervised Learning Optimization Data-mining Simulation


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Computational cluster validation in post-genomic data analysis J Handl, J Knowles, DB Kell Bioinformatics 21 (15), 3201-3212, 2005	983	2005
An evolutionary approach to multiobjective clustering J Handl, J Knowles IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007	681	2007
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	299	2007
Ant-based clustering and topographic mapping J Handl, J Knowles, M Dorigo Artificial life 12 (1), 35-62, 2006	258	2006
Improved ant-based clustering and sorting in a document retrieval interface J Handl, B Meyer International Conference on Parallel Problem Solving from Nature, 913-923, 2002	238	2002
On the Performance of Ant-based Clustering. J Handl, JD Knowles, M Dorigo HIS, 204-213, 2003	225	2003
Ant-based and swarm-based clustering J Handl, B Meyer Swarm Intelligence 1 (2), 95-113, 2007	180	2007
A metabolome pipeline: from concept to data to knowledge M Brown, WB Dunn, DI Ellis, R Goodacre, J Handl, JD Knowles, ... Metabolomics 1 (1), 39-51, 2005	178	2005
Feature subset selection in unsupervised learning via multiobjective optimization J Handl, J Knowles International Journal of Computational Intelligence Research 2 (3), 217-238, 2006	147	2006
Evolutionary multiobjective clustering J Handl, J Knowles International Conference on Parallel Problem Solving from Nature, 1081-1091, 2004	129	2004
Exploiting the trade-off—the benefits of multiple objectives in data clustering J Handl, J Knowles International Conference on Evolutionary Multi-Criterion Optimization, 547-560, 2005	125	2005
Multiobjectivization by decomposition of scalar cost functions J Handl, SC Lovell, J Knowles International Conference on Parallel Problem Solving from Nature, 31-40, 2008	108	2008
Improvements to the scalability of multiobjective clustering J Handl, J Knowles 2005 IEEE Congress on Evolutionary Computation 3, 2372-2379, 2005	84	2005
Strategies for the increased robustness of ant-based clustering J Handl, J Knowles, M Dorigo International Workshop on Engineering Self-Organising Applications, 90-104, 2003	81	2003
Multiobjective clustering with automatic determination of the number of clusters J Handl, J Knowles Technical Report, 2004	75	2004
A ‘rule of 0.5’for the metabolite-likeness of approved pharmaceutical drugs O Steve, N Swainston, J Handl, DB Kell Metabolomics, 1-17, 2015	58	2015
Investigations into the effect of multiobjectivization in protein structure prediction J Handl, SC Lovell, J Knowles International Conference on Parallel Problem Solving from Nature, 702-711, 2008	55	2008
Multiobjective clustering around medoids J Handl, J Knowles 2005 IEEE Congress on evolutionary computation 1, 632-639, 2005	54	2005
Multi-objective clustering and cluster validation J Handl, J Knowles Multi-Objective Machine Learning, 21-47, 2006	50	2006
The dual role of fragments in fragment‐assembly methods for de novo protein structure prediction J Handl, J Knowles, R Vernon, D Baker, SC Lovell Proteins: structure, function, and bioinformatics 80 (2), 490-504, 2012	47	2012

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