| 2025 | AI | A Comparison of Autoencoders and Variational Autoencoders for Anomaly Detection in Dermoscopic Skin Lesion Imagery. | Errol DaRocha, Andrew R. McIntyre, Lydia Bouzar-Benlabiod |
| 2016 | GECCO | On Synergies between Diversity and Task Decomposition in Constructing Complex Systems with GP. | Jessica P. C. Bonson, Stephen Kelly, Andrew R. McIntyre, Malcolm I. Heywood |
| 2015 | DIS | Benchmarking Stream Clustering for Churn Detection in Dynamic Networks. | Serdar Baran Tatar, Andrew R. McIntyre, Nur Zincir-Heywood, Malcolm I. Heywood |
| 2015 | EUROGP | Tapped Delay Lines for GP Streaming Data Classification with Label Budgets. | Ali Vahdat, Jillian Morgan, Andrew R. McIntyre, Malcolm I. Heywood, Nur Zincir-Heywood |
| 2014 | GECCO | On the application of GP to streaming data classification tasks with label budgets. | Ali Vahdat, Aaron Atwater, Andrew R. McIntyre, Malcolm I. Heywood |
| 2013 | GECCO | Label free change detection on streaming data with cooperative multi-objective genetic programming. | Sara Rahimi, Andrew R. McIntyre, Malcolm I. Heywood, Nur Zincir-Heywood |
| 2008 | EUROGP | Cooperative Problem Decomposition in Pareto Competitive Classifier Models of Coevolution. | Andrew R. McIntyre, Malcolm I. Heywood |
| 2007 | SMC | Multi-objective competitive coevolution for efficient GP classifier problem decomposition. | Andrew R. McIntyre, Malcolm I. Heywood |
| 2006 | GECCO | MOGE: GP classification problem decomposition using multi-objective optimization. | Andrew R. McIntyre, Malcolm I. Heywood |
| 2005 | CBMS | Automated Optic Nerve Analysis for Diagnostic Support in Glaucoma. | Jin Yu, Syed Sibte Raza Abidi, Paul Habib Artes, Andrew R. McIntyre, Malcolm I. Heywood |
| 2005 | CEC | Toward co-evolutionary training of a multi-class classifier. | Andrew R. McIntyre, Malcolm I. Heywood |
| 2004 | GECCO | On Multi-class Classification by Way of Niching. | Andrew R. McIntyre, Malcolm I. Heywood |