| 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 | 148 | 2012 |
| 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 | 76 | 2015 |
| 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 | 70 | 2015 |
| 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 | 43 | 2022 |
| Visualisation and ordering of many-objective populations DJ Walker, RM Everson, JE Fieldsend IEEE Congress on Evolutionary Computation, 1-8, 2010 | 42* | 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 | 21 | 2016 |
| Visualising many-objective populations D Walker, J Fieldsend, R Everson Proceedings of the 14th annual conference companion on Genetic and …, 2012 | 21 | 2012 |
| 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 | 18 | 2016 |
| Identifying good algorithm parameters in evolutionary multi-and many-objective optimisation: A visualisation approach DJ Walker, MJ Craven Applied Soft Computing 88, 105902, 2020 | 16 | 2020 |
| Adversarial AI testcases for maritime autonomous systems MJ Walter, A Barrett, DJ Walker, K Tam AI, Computer Science and Robotics Technology, 2023 | 9 | 2023 |
| Visualizing population dynamics to examine algorithm performance MJ Walter, DJ Walker, MJ Craven IEEE Transactions on Evolutionary Computation 26 (6), 1501-1510, 2022 | 9 | 2022 |
| 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 | 9 | 2019 |
| 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 | 8 | 2023 |
| An explainable visualisation of the evolutionary search process MJ Walter, DJ Walker, MJ Craven Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 8 | 2022 |
| 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 | 8 | 2022 |
| 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 | 8 | 2021 |
| Toward the online visualisation of algorithm performance for parameter selection DJ Walker, MJ Craven Applications of Evolutionary Computation: 21st International Conference …, 2018 | 8 | 2018 |
| 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 | 7 | 2019 |
| Visualisation with treemaps and sunbursts in many-objective optimisation DJ Walker Genetic Programming and Evolvable Machines 19 (3), 421-452, 2018 | 7 | 2018 |
| Visualising multi-objective populations with treemaps DJ Walker Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015 | 7 | 2015 |
Richard EversonProfessor of Machine Learning, University of Exeter在 exeter.ac.uk 的电子邮件经过验证
