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David Walker
David Walker
Senior Lecturer in Computer Science, University of Exeter
Bestätigte E-Mail-Adresse bei exeter.ac.uk
Titel
Zitiert von
Zitiert von
Jahr
Visualizing mutually nondominating solution sets in many-objective optimization
DJ Walker, RM Everson, JE Fieldsend
IEEE Transactions on Evolutionary Computation 17 (2), 165-184, 2012
1502012
Multi-criterion water quality analysis of the Danube River in Serbia: A visualisation approach
D Walker, D Jakovljević, D Savić, M Radovanović
Water research 79, 158-172, 2015
792015
Forecasting domestic water consumption from smart meter readings using statistical methods and artificial neural networks
D Walker, E Creaco, L Vamvakeridou-Lyroudia, R Farmani, Z Kapelan, ...
Procedia Engineering 119, 1419-1428, 2015
752015
The intersection of evolutionary computation and explainable AI
J Bacardit, AEI Brownlee, S Cagnoni, G Iacca, J McCall, D Walker
Proceedings of the Genetic and Evolutionary Computation conference companion …, 2022
492022
Visualisation and ordering of many-objective populations
DJ Walker, RM Everson, JE Fieldsend
IEEE Congress on Evolutionary Computation, 1-8, 2010
43*2010
Multi-objective optimisation with a sequence-based selection hyper-heuristic
DJ Walker, E Keedwell
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016
232016
Visualising many-objective populations
D Walker, J Fieldsend, R Everson
Proceedings of the 14th annual conference companion on Genetic and …, 2012
222012
Adversarial AI testcases for maritime autonomous systems
MJ Walter, A Barrett, DJ Walker, K Tam
AI, Computer Science and Robotics Technology, 2023
202023
Identifying good algorithm parameters in evolutionary multi-and many-objective optimisation: A visualisation approach
DJ Walker, MJ Craven
Applied Soft Computing 88, 105902, 2020
182020
Towards many-objective optimisation with hyper-heuristics: identifying good heuristics with indicators
DJ Walker, E Keedwell
International conference on parallel problem solving from nature, 493-502, 2016
182016
Life course digital twins–intelligent monitoring for early and continuous intervention and prevention (LifeTIME): Proposal for a retrospective cohort study
M Milne-Ives, LK Fraser, A Khan, D Walker, MH van Velthoven, J May, ...
JMIR research protocols 11 (5), e35738, 2022
102022
Visualizing population dynamics to examine algorithm performance
MJ Walter, DJ Walker, MJ Craven
IEEE Transactions on Evolutionary Computation 26 (6), 1501-1510, 2022
102022
Multi-objective optimisation of the benchmark wind farm layout problem
PL Manikowski, DJ Walker, MJ Craven
Journal of Marine Science and Engineering 9 (12), 1376, 2021
102021
An explainable visualisation of the evolutionary search process
MJ Walter, DJ Walker, MJ Craven
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
92022
Augmented evolutionary intelligence: combining human and evolutionary design for water distribution network optimisation
MB Johns, HA Mahmoud, DJ Walker, NDF Ross, EC Keedwell, DA Savic
Proceedings of the Genetic and Evolutionary Computation Conference, 1214-1222, 2019
92019
Toward the online visualisation of algorithm performance for parameter selection
DJ Walker, MJ Craven
Applications of Evolutionary Computation: 21st International Conference …, 2018
82018
Using burstiness for network applications classification
H Oudah, B Ghita, T Bakhshi, A Alruban, DJ Walker
Journal of Computer Networks and Communications 2019 (1), 5758437, 2019
72019
Visualisation with treemaps and sunbursts in many-objective optimisation
DJ Walker
Genetic Programming and Evolvable Machines 19 (3), 421-452, 2018
72018
Visualising multi-objective populations with treemaps
DJ Walker
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015
72015
SDN-based routing framework for elephant and mice flows using unsupervised machine learning
M Al-Saadi, A Khan, V Kelefouras, DJ Walker, B Al-Saadi
Network 3 (1), 218-238, 2023
62023
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