Julia Handl
Julia Handl
Professor in Decision Sciences & Alan Turing Fellow, 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
9462005
An evolutionary approach to multiobjective clustering
J Handl, J Knowles
IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007
6542007
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
2892007
Ant-based clustering and topographic mapping
J Handl, J Knowles, M Dorigo
Artificial life 12 (1), 35-62, 2006
2482006
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
2262002
On the Performance of Ant-based Clustering.
J Handl, JD Knowles, M Dorigo
HIS, 204-213, 2003
2162003
Ant-based and swarm-based clustering
J Handl, B Meyer
Swarm Intelligence 1 (2), 95-113, 2007
1732007
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
1682005
Feature subset selection in unsupervised learning via multiobjective optimization
J Handl, J Knowles
International Journal of Computational Intelligence Research 2 (3), 217-238, 2006
1452006
Evolutionary multiobjective clustering
J Handl, J Knowles
International Conference on Parallel Problem Solving from Nature, 1081-1091, 2004
1302004
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
1212005
Multiobjectivization by decomposition of scalar cost functions
J Handl, SC Lovell, J Knowles
International Conference on Parallel Problem Solving from Nature, 31-40, 2008
1032008
Improvements to the scalability of multiobjective clustering
J Handl, J Knowles
2005 IEEE Congress on Evolutionary Computation 3, 2372-2379, 2005
822005
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
802003
Multiobjective clustering with automatic determination of the number of clusters
J Handl, J Knowles
Technical Report, 2004
782004
On the performance of ant-based clustering, Design and application of hybrid intelligent systems
J Handl, J Knowles, M Dorigo
Frontiers in Artificial intelligence and Applications 104, 204-213, 2003
562003
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
552008
Multiobjective clustering around medoids
J Handl, J Knowles
2005 IEEE Congress on evolutionary computation 1, 632-639, 2005
532005
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
512015
Multi-objective clustering and cluster validation
J Handl, J Knowles
Multi-Objective Machine Learning, 21-47, 2006
492006
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