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
Richard AllmendingerProfessor at The University of Manchester, UK, Fellow of the Alan Turing InstituteVerified email at manchester.ac.uk
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
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 DunnDepartment of Biochemistry and Systems Biology, ISMIB, University of LiverpoolVerified email at liverpool.ac.uk
Dong-Ling XuUniversity of ManchesterVerified email at manchester.ac.uk
Riza Batista-NavarroSenior Lecturer in Text Mining, Department of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Frank BoonsProfessor of Innovation and Sustainability, University of ManchesterVerified email at manchester.ac.uk
Sampriti MahantyUniversity 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 SwainstonEpoch BiodesignVerified email at epochbiodesign.com
Cameron ShandDepartment of Computer Science, University College LondonVerified email at ucl.ac.uk
David BakerUniversity of WashingtonVerified email at uw.edu

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	1121	2005
An evolutionary approach to multiobjective clustering J Handl, J Knowles IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007	783	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	321	2007
Ant-based clustering and topographic mapping J Handl, J Knowles, M Dorigo Artificial life 12 (1), 35-62, 2006	264	2006
On the Performance of Ant-based Clustering. J Handl, JD Knowles, M Dorigo HIS 105, 204-213, 2003	254*	2003
Improved ant-based clustering and sorting in a document retrieval interface J Handl, B Meyer Parallel Problem Solving from Nature—PPSN VII: 7th International Conference …, 2002	247	2002
A metabolome pipeline: from concept to data to knowledge M Brown, WB Dunn, DI Ellis, R Goodacre, J Handl, JD Knowles, ... Metabolomics 1, 39-51, 2005	199	2005
Ant-based and swarm-based clustering J Handl, B Meyer Swarm Intelligence 1, 95-113, 2007	194	2007
Feature subset selection in unsupervised learning via multiobjective optimization J Handl, J Knowles International Journal of Computational Intelligence Research 2 (3), 217-238, 2006	154	2006
Evolutionary multiobjective clustering J Handl, J Knowles Parallel Problem Solving from Nature-PPSN VIII: 8th International Conference …, 2004	148	2004
Exploiting the Trade-off-The Benefits of Multiple Objectives in Data Clustering. J Handl, JD Knowles EMO 5, 547-560, 2005	144	2005
Multiobjectivization by decomposition of scalar cost functions J Handl, SC Lovell, J Knowles Parallel Problem Solving from Nature–PPSN X: 10th International Conference …, 2008	130	2008
Improvements to the scalability of multiobjective clustering J Handl, J Knowles 2005 IEEE Congress on Evolutionary Computation 3, 2372-2379, 2005	101	2005
Multiobjective clustering with automatic determination of the number of clusters J Handl, J Knowles Technical Report, 2004	85	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	82*	2015
Strategies for the increased robustness of ant-based clustering J Handl, J Knowles, M Dorigo Lecture notes in computer science, 90-104, 2004	82	2004
Investigations into the effect of multiobjectivization in protein structure prediction J Handl, SC Lovell, J Knowles Parallel Problem Solving from Nature–PPSN X: 10th International Conference …, 2008	61	2008
Multiobjective clustering around medoids J Handl, J Knowles 2005 IEEE congress on evolutionary computation 1, 632-639, 2005	59	2005
Multi-objective clustering and cluster validation J Handl, J Knowles Multi-objective machine learning, 21-47, 2006	57	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	54	2012

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