| 2025 | GECCO | Interpretable Decision Trees to Predict Solution Fitness. | Giancarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, Russell Ainslie, John A. W. McCall |
| 2025 | GECCO | Evaluating a Novel Explainability Method for Metaheuristics via a User Study. | GianCarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, John A. W. McCall, Russell Ainslie |
| 2025 | SGAI | Evolutionary Optimization of Autonomous Agents for Decreasing Resource Intensity on Geographically Located Interdependent Task Sets. | Martin Fyvie, John A. W. McCall, Alexandru-Ciprian Zavoianu |
| 2025 | SGAI | Exam Timetabling Problem Using Cooperative Hyper-Heuristics: A Case Study of the ITC2007 Dataset. | Kate Han, Evelyn Oginni, John A. W. McCall, Paul McMullan, Yun Chen |
| 2024 | GECCO | Mining Potentially Explanatory Patterns via Partial Solutions. | Giancarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, John A. W. McCall, Russell Ainslie |
| 2024 | GECCO | Cost and Performance Comparison of Holistic Solution Approaches for Complex Supply Chains on a Novel Linked Problem Benchmark. | Akinola Ogunsemi, John A. W. McCall, Alexandru-Ciprian Zavoianu, Lee A. Christie |
| 2024 | PPSN | On the Multi-objective Optimization of Wind Farm Cable Layouts with Regard to Cost and Robustness. | Lee A. Christie, Atakan Sahin, Akinola Ogunsemi, Alexandru-Ciprian Zavoianu, John A. W. McCall |
| 2024 | SGAI | Explaining a Staff Rostering Problem Using Partial Solutions. | Giancarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, John A. W. McCall, Martin Fyvie, Russell Ainslie |
| 2023 | SGAI | Comparison of Simulated Annealing and Evolution Strategies for Optimising Cyclical Rosters with Uneven Demand and Flexible Trainee Placement. | Joseph Collins, Alexandru-Ciprian Zavoianu, John A. W. McCall |
| 2023 | SGAI | Explaining a Staff Rostering Problem by Mining Trajectory Variance Structures. | Martin Fyvie, John A. W. McCall, Lee A. Christie, Alexandru-Ciprian Zavoianu, Alexander E. I. Brownlee, Russell Ainslie |
| 2022 | GECCO | Facility location problem and permutation flow shop scheduling problem: a linked optimisation problem. | Akinola Ogunsemi, John A. W. McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu |
| 2022 | PPSN | Analysing the Fitness Landscape Rotation for Combinatorial Optimisation. | Joan Alza, Mark Bartlett, Josu Ceberio, John A. W. McCall |
| 2021 | ACIIDS | VEGAS: A Variable Length-Based Genetic Algorithm for Ensemble Selection in Deep Ensemble Learning. | Kate Han, Tien Pham, Trung Hieu Vu, Truong Dang, John A. W. McCall, Tien Thanh Nguyen |
| 2021 | CEC | Weighted Ensemble of Deep Learning Models based on Comprehensive Learning Particle Swarm Optimization for Medical Image Segmentation. | Truong Dang, Tien Thanh Nguyen, Carlos Francisco Moreno-Garca, Eyad Elyan, John A. W. McCall |
| 2021 | GECCO | Towards the landscape rotation as a perturbation strategy on the quadratic assignment problem. | Joan Alza, Mark Bartlett, Josu Ceberio, John A. W. McCall |
| 2021 | GECCO | Weighted ensemble of gross error detection methods based on particle swarm optimization. | Daniel Dobos, Tien Thanh Nguyen, John A. W. McCall, Allan Wilson, Phil Stockton, Helen Corbett |
| 2021 | GECCO | Landscape features and automated algorithm selection for multi-objective interpolated continuous optimisation problems. | Arnaud Liefooghe, Sbastien Vrel, Benjamin Lacroix, Alexandru-Ciprian Zavoianu, John A. W. McCall |
| 2021 | SGAI | Towards Explainable Metaheuristics: PCA for Trajectory Mining in Evolutionary Algorithms. | Martin Fyvie, John A. W. McCall, Lee A. Christie |
| 2020 | CEC | Racing Strategy for the Dynamic-Customer Location-Allocation Problem. | Reginald Ankrah, Benjamin Lacroix, John A. W. McCall, Andrew Hardwick, Anthony Conway, Gilbert Owusu |
| 2020 | CEC | WEC: Weighted Ensemble of Text Classifiers. | Ashish Upadhyay, Tien Thanh Nguyen, Stewart Massie, John A. W. McCall |
| 2020 | ICONIP | A Homogeneous-Heterogeneous Ensemble of Classifiers. | Anh Vu Luong, Trung Hieu Vu, Phuong Minh Nguyen, Nang Van Pham, John A. W. McCall, Alan Wee-Chung Liew, Tien Thanh Nguyen |
| 2020 | SGAI | Ensemble-Based Relationship Discovery in Relational Databases. | Akinola Ogunsemi, John A. W. McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu |
| 2019 | CEC | Introducing the Dynamic Customer Location-Allocation Problem. | Reginald Ankrah, Benjamin Lacroix, John A. W. McCall, Andrew Hardwick, Anthony Conway |
| 2019 | GECCO | Limitations of benchmark sets and landscape features for algorithm selection and performance prediction. | Benjamin Lacroix, John A. W. McCall |
| 2018 | CEC | Tactical Plan Optimisation for Large Multi-Skilled Workforces Using a Bi-Level Model. | Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu |
| 2018 | CEC | Performance Analysis of GA and PBIL Variants for Real-World Location-Allocation Problems. | Reginald Ankrah, Olivier Regnier-Coudert, John A. W. McCall, Anthony Conway, Andrew Hardwick |
| 2018 | CEC | Iterated Racing Algorithm for Simulation-Optimisation of Maintenance Planning. | Benjamin Lacroix, John A. W. McCall, Jrme Lonchampt |
| 2018 | CEC | An Analysis of Indirect Optimisation Strategies for Scheduling. | Charles Neau, Olivier Regnier-Coudert, John A. W. McCall |
| 2018 | SGAI | A Holistic Metric Approach to Solving the Dynamic Location-Allocation Problem. | Reginald Ankrah, Benjamin Lacroix, John A. W. McCall, Andrew Hardwick, Anthony Conway |
| 2017 | CEC | Estimation of distribution algorithms for the Multi-Mode Resource Constrained Project scheduling problem. | Mayowa Ayodele, John A. W. McCall, Olivier Regnier-Coudert |
| 2017 | CEC | A Random Key based Estimation of Distribution Algorithm for the Permutation Flowshop Scheduling Problem. | Mayowa Ayodele, John A. W. McCall, Olivier Regnier-Coudert, Liam Bowie |
| 2017 | GECCO | Interpolated continuous optimisation problems with tunable landscape features. | Benjamin Lacroix, Lee A. Christie, John A. W. McCall |
| 2017 | SGAI | Predicting Service Levels Using Neural Networks. | Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu |
| 2016 | CEC | BPGA-EDA for the multi-mode resource constrained project scheduling problem. | Mayowa Ayodele, John A. W. McCall, Olivier Regnier-Coudert |
| 2016 | GECCO | GECCO'16 Model-Based Evolutionary Algorithms (MBEA) Workshop Chairs' Welcome. | Peter A. N. Bosman, John A. W. McCall |
| 2016 | IJCNN | Predictive planning with neural networks. | Russell Ainslie, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu |
| 2016 | PPSN | RK-EDA: A Novel Random Key Based Estimation of Distribution Algorithm. | Mayowa Ayodele, John A. W. McCall, Olivier Regnier-Coudert |
| 2015 | CEC | Structural coherence of problem and algorithm: An analysis for EDAs on all 2-bit and 3-bit problems. | Alexander E. I. Brownlee, John A. W. McCall, Lee A. Christie |
| 2015 | GECCO | Ant Colony and Surrogate Tree-Structured Models for Orderings-Based Bayesian Network Learning. | Juan Ignacio Alonso-Barba, Luis de la Ossa, Olivier Regnier-Coudert, John A. W. McCall, Jos A. Gmez, Jos M. Puerta |
| 2015 | GECCO | Probabilistic Model Enhanced Genetic Algorithm for Multi-Mode Resource Constrained Project Scheduling Problem. | Mayowa Ayodele, John A. W. McCall, Olivier Regnier-Coudert |
| 2015 | GECCO | Generating Easy and Hard Problems using the Proximate Optimality Principle. | John A. W. McCall, Lee A. Christie, Alexander E. I. Brownlee |
| 2015 | SGAI | Optimising Skill Matching in the Service Industry for Large Multi-skilled Workforces. | Russell Ainslie, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu |
| 2014 | GECCO | Minimal walsh structure and ordinal linkage of monotonicity-invariant function classes on bit strings. | Lee A. Christie, John A. W. McCall, David P. Lonie |
| 2014 | PPSN | Factoradic Representation for Permutation Optimisation. | Olivier Regnier-Coudert, John A. W. McCall |
| 2013 | CEC | Artificial chemistry approach to exploring search spaces using Artificial Reaction Network agents. | Claire Gerrard, John A. W. McCall, Christopher MacLeod, George Macleod Coghill |
| 2013 | CEC | Mapping parallel programs to heterogeneous CPU/GPU architectures using a Monte Carlo Tree Search. | Mehdi Goli, John A. W. McCall, Christopher Brown, Vladimir Janjic, Kevin Hammond |
| 2013 | GECCO | Geometric-based sampling for permutation optimization. | Olivier Regnier-Coudert, John A. W. McCall, Mayowa Ayodele |
| 2013 | IDEAL | Mutual Information for Performance Assessment of Multi Objective Optimisers: Preliminary Results. | Noura Al Moubayed, Andrei Petrovski, John A. W. McCall |
| 2012 | CEC | Continuous presentation for multi-objective channel selection in Brain-Computer Interfaces. | Noura Al Moubayed, Bashar Awwad Shiekh Hasan, John Q. Gan, Andrei Petrovski, John A. W. McCall |
| 2012 | CEC | An Island Model Genetic Algorithm for Bayesian network structure learning. | Olivier Regnier-Coudert, John A. W. McCall |
| 2012 | CEC | Landscape analysis for hyperheuristic Bayesian Network structure learning on unseen problems. | Yanghui Wu, John A. W. McCall, David Corne, Olivier Regnier-Coudert |
| 2012 | GECCO | Influence of selection on structure learning in markov network EDAs: an empirical study. | Alexander E. I. Brownlee, John A. W. McCall, Martin Pelikan |
| 2012 | ICANN | Temporal Patterns in Artificial Reaction Networks. | Claire Gerrard, John A. W. McCall, George Macleod Coghill, Christopher MacLeod |
| 2012 | ICONIP | Adaptive Dynamic Control of Quadrupedal Robotic Gaits with Artificial Reaction Networks. | Claire Gerrard, John A. W. McCall, George Macleod Coghill, Christopher MacLeod |
| 2012 | PPSN | Competing Mutating Agents for Bayesian Network Structure Learning. | Olivier Regnier-Coudert, John A. W. McCall |
| 2011 | CEC | Fitness landscape analysis of Bayesian network structure learning. | Yanghui Wu, John A. W. McCall, David Corne |
| 2011 | GECCO | Clustering based leaders' selection in multi-objective evolutionary algorithms. | Noura Al Moubayed, Andrei Petrovski, John A. W. McCall |
| 2011 | GECCO | Privacy-preserving approach to bayesian network structure learning from distributed data. | Olivier Regnier-Coudert, John A. W. McCall |
| 2011 | IDEAL | Clustering-Based Leaders' Selection in Multi-Objective Particle Swarm Optimisation. | Noura Al Moubayed, Andrei Petrovski, John A. W. McCall |
| 2011 | SGAI | Intelligent Tuning of a Dynamic Business Simulation Environment. | Thierry Mamer, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu |
| 2010 | CEC | Accelerated optimisation of chemotherapy dose schedules using fitness inheritance. | Robert Barbour, David W. Corne, John A. W. McCall |
| 2010 | CEC | Using a Markov network as a surrogate fitness function in a genetic algorithm. | Alexander E. I. Brownlee, Olivier Regnier-Coudert, John A. W. McCall, Stewart Massie |
| 2010 | CEC | Evolved Bayesian Network models of rig operations in the gulf of Mexico. | Franois A. Fournier, John A. W. McCall, Andrei Petrovski, Peter J. Barclay |
| 2010 | CEC | Evolving interface designs to minimize user task times as simulated in a cognitive architecture. | Jean-Claude Golovine, John A. W. McCall, Patrik O'Brian Holt |
| 2010 | CEC | Two novel Ant Colony Optimization approaches for Bayesian network structure learning. | Yanghui Wu, John A. W. McCall, David W. Corne |
| 2010 | PPSN | A Novel Smart Multi-Objective Particle Swarm Optimisation Using Decomposition. | Noura Al Moubayed, Andrei Petrovski, John A. W. McCall |
| 2010 | PPSN | Comparative Analysis of Search and Score Metaheuristics for Bayesian Network Structure Learning Using Node Juxtaposition Distributions. | Yanghui Wu, John A. W. McCall, David Corne |
| 2009 | CEC | Structure learning and optimisation in a Markov-network based estimation of distribution algorithm. | Alexander E. I. Brownlee, John A. W. McCall, Siddhartha Shakya, Qingfu Zhang |
| 2009 | CEC | A fully multivariate DEUM algorithm. | Siddhartha Shakya, Alexander E. I. Brownlee, John A. W. McCall, Franois A. Fournier, Gilbert Owusu |
| 2008 | CEC | Approaches to selection and their effect on fitness modelling in an Estimation of Distribution Algorithm. | Alexander E. I. Brownlee, John A. W. McCall, Qingfu Zhang, Deryck Forsyth Brown |
| 2008 | CEC | Optimisation of cancer chemotherapy schedules using directed intervention crossover approaches. | Paul Michael Godley, Julie Cowie, David E. Cairns, John A. W. McCall, C. Howie |
| 2008 | CEC | Bio-control in mushroom farming using a Markov network EDA. | Yanghui Wu, John A. W. McCall, Paul Michael Godley, Alexander E. I. Brownlee, David E. Cairns, Julie Cowie |
| 2008 | CIBCB | Fitness directed intervention crossover approaches applied to bio-scheduling problems. | Paul Michael Godley, David E. Cairns, Julie Cowie, John A. W. McCall |
| 2008 | GECCO | An application of a multivariate estimation of distribution algorithm to cancer chemotherapy. | Alexander E. I. Brownlee, Martin Pelikan, John A. W. McCall, Andrei Petrovski |
| 2008 | GECCO | Optimisation and fitness modelling of bio-control in mushroom farming using a Markov network eda. | Alexander E. I. Brownlee, Yanghui Wu, John A. W. McCall, Paul Michael Godley, David E. Cairns, Julie Cowie |
| 2008 | GECCO | The effects of mutation and directed intervention crossover when applied to scheduling chemotherapy. | Paul Michael Godley, David E. Cairns, Julie Cowie, Kevin Swingler, John A. W. McCall |
| 2008 | GECCO | Evolved bayesian networks as a versatile alternative to partin tables for prostate cancer management. | Ratiba Kabli, John A. W. McCall, Frank Herrmann, Eng Ong |
| 2008 | ILP | L-Modified ILP Evaluation Functions for Positive-Only Biological Grammar Learning. | Thierry Mamer, Christopher H. Bryant, John A. W. McCall |
| 2007 | GECCO | Solving the MAXSAT problem using a multivariate EDA based on Markov networks. | Alexander E. I. Brownlee, John A. W. McCall, Deryck Forsyth Brown |
| 2007 | GECCO | A chain-model genetic algorithm for Bayesian network structure learning. | Ratiba Kabli, Frank Herrmann, John A. W. McCall |
| 2006 | CEC | Solving the Ising Spin Glass Problem using a Bivariate EDA based on Markov Random Fields. | Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown |
| 2006 | GECCO | Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms. | Andrei Petrovski, Siddhartha Shakya, John A. W. McCall |
| 2005 | CEC | Statistical optimisation and tuning of GA factors. | Andrei Petrovski, Alexander E. I. Brownlee, John A. W. McCall |
| 2005 | CEC | Incorporating a Metropolis method in a distribution estimation using Markov random field algorithm. | Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown |
| 2005 | GECCO | Smart problem solving environment for medical decision support. | Andrei Petrovski, John A. W. McCall |
| 2005 | GECCO | Using a Markov network model in a univariate EDA: an empirical cost-benefit analysis. | Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown |
| 2004 | PPSN | Optimising Cancer Chemotherapy Using Particle Swarm Optimisation and Genetic Algorithms. | Andrei Petrovski, Bhavani Sudha, John A. W. McCall |
| 2001 | EMO | Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms. | Andrei Petrovski, John A. W. McCall |