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David Walker
David Walker
Senior Lecturer in Computer Science, University of Exeter
Verified email at exeter.ac.uk
Title
Cited by
Cited by
Year
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
1442012
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
742015
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
692015
Visualisation and ordering of many-objective populations
DJ Walker, RM Everson, JE Fieldsend
IEEE Congress on Evolutionary Computation, 1-8, 2010
42*2010
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
252022
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
212016
Visualising many-objective populations
D Walker, J Fieldsend, R Everson
Proceedings of the 14th annual conference companion on Genetic and …, 2012
202012
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
Identifying good algorithm parameters in evolutionary multi-and many-objective optimisation: A visualisation approach
DJ Walker, MJ Craven
Applied Soft Computing 88, 105902, 2020
152020
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
Adversarial AI testcases for maritime autonomous systems
MJ Walter, A Barrett, DJ Walker, K Tam
AI, Computer Science and Robotics Technology, 2023
82023
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, 2019
72019
Visualizing population dynamics to examine algorithm performance
MJ Walter, DJ Walker, MJ Craven
IEEE Transactions on Evolutionary Computation 26 (6), 1501-1510, 2022
62022
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
62021
Unsupervised machine learning-based elephant and mice flow identification
M Al-Saadi, A Khan, V Kelefouras, DJ Walker, B Al-Saadi
Intelligent Computing: Proceedings of the 2021 Computing Conference, Volume …, 2021
62021
Visualisation with treemaps and sunbursts in many-objective optimisation
DJ Walker
Genetic Programming and Evolvable Machines 19 (3), 421-452, 2018
62018
Visualising multi-objective populations with treemaps
DJ Walker
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015
62015
An explainable visualisation of the evolutionary search process
MJ Walter, DJ Walker, MJ Craven
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
52022
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
52022
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