Articles with public access mandates - Julia HandlLearn more
Not available anywhere: 1
Multi-view clustering of heterogeneous health data: Application to systemic sclerosis
A José-García, J Jacques, A Filiot, J Handl, D Launay, V Sobanski, ...
International Conference on Parallel Problem Solving from Nature, 352-367, 2022
Mandates: National Institute of Health and Medical Research, France
Available somewhere: 19
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
Mandates: UK Engineering and Physical Sciences Research Council
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
Mandates: US National Institutes of Health, Howard Hughes Medical Institute
Generating, maintaining, and exploiting diversity in a memetic algorithm for protein structure prediction
M Garza-Fabre, SM Kandathil, J Handl, J Knowles, SC Lovell
Evolutionary computation 24 (4), 577-607, 2016
Mandates: UK Engineering and Physical Sciences Research Council, UK Medical Research …
Toward a detailed understanding of search trajectories in fragment assembly approaches to protein structure prediction
SM Kandathil, J Handl, SC Lovell
Proteins: Structure, Function, and Bioinformatics 84 (4), 411-426, 2016
Mandates: UK Medical Research Council
Improved fragment-based protein structure prediction by redesign of search heuristics
SM Kandathil, M Garza-Fabre, J Handl, SC Lovell
Scientific Reports 8 (1), 13694, 2018
Mandates: UK Biotechnology and Biological Sciences Research Council, UK Engineering …
Evolving controllably difficult datasets for clustering
C Shand, R Allmendinger, J Handl, A Webb, J Keane
Proceedings of the Genetic and Evolutionary Computation Conference, 463-471, 2019
Mandates: UK Engineering and Physical Sciences Research Council
Surviving burn injury: drivers of length of hospital stay
CN Onah, R Allmendinger, J Handl, KW Dunn
International journal of environmental research and public health 18 (2), 761, 2021
Mandates: UK Economic and Social Research Council
HAWKS: Evolving challenging benchmark sets for cluster analysis
C Shand, R Allmendinger, J Handl, A Webb, J Keane
IEEE Transactions on Evolutionary Computation 26 (6), 1206-1220, 2021
Mandates: UK Engineering and Physical Sciences Research Council
Comparing multi-objective and threshold-moving ROC curve generation for a prototype-based classifier
R Aler, J Handl, JD Knowles
Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013
Mandates: Government of Spain
Evolutionary multiobjective clustering over multiple conflicting data views
M Garza-Fabre, J Handl, A José-García
IEEE Transactions on Evolutionary Computation 27 (4), 817-831, 2022
Mandates: UK Engineering and Physical Sciences Research Council
Graph reinforcement learning for operator selection in the ALNS metaheuristic
SN Johnn, VA Darvariu, J Handl, J Kalcsics
International Conference on Optimization and Learning, 200-212, 2023
Mandates: UK Engineering and Physical Sciences Research Council
Towards an adaptive encoding for evolutionary data clustering
C Shand, R Allmendinger, J Handl, J Keane
Proceedings of the Genetic and Evolutionary Computation Conference, 521-528, 2018
Mandates: UK Engineering and Physical Sciences Research Council
A Graph Reinforcement Learning Framework for Neural Adaptive Large Neighbourhood Search
SN Johnn, VA Darvariu, J Handl, J Kalcsics
Computers & Operations Research 172, 106791, 2024
Mandates: UK Engineering and Physical Sciences Research Council
A Review of Randomness Techniques in Deep Neural Networks
MG Altarabichi, S Nowaczyk, S Pashami, P Sheikholharam Mashhadi, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024
Mandates: Vinnova, Sweden, Knowledge Foundation, Sweden
Deep learning pipeline reveals key moments in human embryonic development predictive of live birth after in vitro fertilization
C Mapstone, H Hunter, D Brison, J Handl, B Plusa
Biology Methods and Protocols 9 (1), 2024
Mandates: Wellcome Trust
Deep learning pipeline reveals key moments in human embryonic development predictive of live birth in IVF
C Mapstone, H Hunter, D Brison, J Handl, B Plusa
bioRxiv, 2023.06. 27.546684, 2023
Mandates: Wellcome Trust
Reliable generation of native-like decoys limits predictive ability in fragment-based protein structure prediction
SM Kandathil, M Garza-Fabre, J Handl, SC Lovell
Biomolecules 9 (10), 612, 2019
Mandates: UK Engineering and Physical Sciences Research Council, UK Medical Research …
CVis—Towards a novel visualization tool to explore the relationship between input and output partitions in multi-objective clustering ensembles
K Faceli, TC Sakata, J Handl
2017 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2017
Mandates: UK Engineering and Physical Sciences Research Council
On heuristic bias in fragment-assembly methods for protein structure prediction
J Handl, M Garza-Fabre, S Kandathil, SC Lovell
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
Mandates: UK Engineering and Physical Sciences Research Council
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