| Multi-objective evolutionary design of antibiotic treatments G Ochoa, LA Christie, AE Brownlee, A Hoyle Artificial intelligence in medicine 102, 101759, 2020 | 23 | 2020 |
| Towards explainable metaheuristics: PCA for trajectory mining in evolutionary algorithms M Fyvie, JAW McCall, LA Christie International Conference on Innovative Techniques and Applications of …, 2021 | 18 | 2021 |
| Towards explainable metaheuristics: Feature extraction from trajectory mining M Fyvie, JAW McCall, LA Christie, AEI Brownlee, M Singh Expert Systems 42 (1), e13494, 2025 | 17 | 2025 |
| Explaining a Staff Rostering Genetic Algorithm using Sensitivity Analysis and Trajectory Analysis. M Fyvie, J Mccall, L Christie, A Brownlee Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 14 | 2023 |
| Investigating benchmark correlations when comparing algorithms with parameter tuning LA Christie, AEI Brownlee, JR Woodward Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018 | 12 | 2018 |
| Interpolated continuous optimisation problems with tunable landscape features B Lacroix, LA Christie, JAW McCall Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017 | 8 | 2017 |
| Generating easy and hard problems using the proximate optimality principle JAW McCall, LA Christie, AEI Brownlee Proceedings of the companion publication of the 2015 annual conference on …, 2015 | 7 | 2015 |
| Exploring representations for optimizing connected autonomous vehicle routes in Multi-Modal transport networks using evolutionary algorithms K Han, LA Christie, AC Zăvoianu, JAW McCall IEEE Transactions on Intelligent Transportation Systems 25 (9), 10790-10801, 2024 | 6 | 2024 |
| The role of Walsh structure and ordinal linkage in the optimisation of pseudo-Boolean functions under monotonicity invariance. LA Christie Robert Gordon University, 2016 | 6 | 2016 |
| Optimising the introduction of connected and autonomous vehicles in a public transport system using macro-level mobility simulations and evolutionary algorithms K Han, LA Christie, AC Zăvoianu, J McCall Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 5 | 2021 |
| Structural Coherence of Problem and Algorithm: An Analysis for EDAs on all 2-bit and 3-bit Problems LC Alexander Brownlee, John McCall IEEE Press, 2015 | 5* | 2015 |
| Explaining a staff rostering problem by mining trajectory variance structures M Fyvie, JAW McCall, LA Christie, AC Zăvoianu, AEI Brownlee, R Ainslie International Conference on Innovative Techniques and Applications of …, 2023 | 4 | 2023 |
| On discovering optimal trade-offs when introducing new routes in existing multi-modal public transport systems K Han, LA Christie, AC Zăvoianu, J McCall International Conference on Computer Aided Systems Theory, 104-111, 2022 | 3 | 2022 |
| Minimal walsh structure and ordinal linkage of monotonicity-invariant function classes on bit strings LA Christie, JAW McCall, DP Lonie Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014 | 3 | 2014 |
| Towards Explainable Metaheuristics: Feature Mining of Search Trajectories through Principal Component Projection M Fyvie, JAW McCall, LA Christie ACM Transactions on Evolutionary Learning 5 (2), 1-30, 2025 | 2 | 2025 |
| On the Multi-objective Optimization of Wind Farm Cable Layouts with Regard to Cost and Robustness LA Christie, A Sahin, A Ogunsemi, AC Zăvoianu, JAW McCall International Conference on Parallel Problem Solving from Nature, 367-382, 2024 | 2 | 2024 |
| Non-deterministic solvers and explainable AI through trajectory mining. M Fyvie, JAW McCall, LA Christie SICSA XAI, 75-78, 2021 | 2 | 2021 |
| Investigating benchmark correlations when comparing algorithms with parameter tuning (detailed experiments and results) LA Christie, A Brownlee, JR Woodward University of Stirling, 2018 | 2 | 2018 |
| Optimising Public Transport Through the Integration of Micro and Macro-level Simulations K Han, LA Christie, AC Zăvoianu, JAW McCall International Conference on Computer Aided Systems Theory, 107-121, 2024 | 1 | 2024 |
| Partial structure learning by subset walsh transform LA Christie, DP Lonie, JAW McCall 2013 13th UK Workshop on Computational Intelligence (UKCI), 128-135, 2013 | 1 | 2013 |
John McCallProfessor Emeritus, School of Computing Engineering and Technology, Robert Gordon UniversityVerified email at rgu.ac.uk
