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Julia Handl
Julia Handl
Professor in Decision Sciences, The University of Manchester
Verified email at manchester.ac.uk
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
11922005
An evolutionary approach to multiobjective clustering
J Handl, J Knowles
IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007
8332007
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
3422007
Ant-based clustering and topographic mapping
J Handl, J Knowles, M Dorigo
Artificial life 12 (1), 35-62, 2006
2742006
On the Performance of Ant-based Clustering.
J Handl, JD Knowles, M Dorigo
HIS 105, 204-213, 2003
252*2003
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
2522002
Ant-based and swarm-based clustering
J Handl, B Meyer
Swarm Intelligence 1, 95-113, 2007
2062007
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
2052005
Feature subset selection in unsupervised learning via multiobjective optimization
J Handl, J Knowles
International Journal of Computational Intelligence Research 2 (3), 217-238, 2006
1582006
Evolutionary multiobjective clustering
J Handl, J Knowles
International conference on parallel problem solving from nature, 1081-1091, 2004
1552004
Exploiting the trade-off—the benefits of multiple objectives in data clustering
J Handl, J Knowles
Evolutionary Multi-Criterion Optimization: Third International Conference …, 2005
1532005
Multiobjectivization by decomposition of scalar cost functions
J Handl, SC Lovell, J Knowles
International Conference on Parallel Problem Solving from Nature, 31-40, 2008
1332008
Improvements to the scalability of multiobjective clustering
J Handl, J Knowles
2005 IEEE Congress on Evolutionary Computation 3, 2372-2379, 2005
1072005
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
95*2015
Multiobjective clustering with automatic determination of the number of clusters
J Handl, J Knowles
Technical Report, 2004
912004
Strategies for the increased robustness of ant-based clustering
J Handl, J Knowles, M Dorigo
Engineering Self-Organising Systems: Nature-Inspired Approaches to Software …, 2004
822004
Multi-objective clustering and cluster validation
J Handl, J Knowles
Multi-objective machine learning, 21-47, 2006
642006
Multiobjective clustering around medoids
J Handl, J Knowles
2005 IEEE congress on evolutionary computation 1, 632-639, 2005
632005
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
622008
An improved and more scalable evolutionary approach to multiobjective clustering
M Garza-Fabre, J Handl, J Knowles
IEEE Transactions on Evolutionary Computation 22 (4), 515-535, 2017
562017
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