| 2025 | IJCNN | Enhancing Synthetic Image Realism with Controlled Diffusion Models. | Iqra Nosheen, Muhammad Ali Farooq, Peter Corcoran, Cathy Ennis, Michael G. Madden |
| 2025 | MICCAI | 3D CT-Based Coronary Calcium Assessment: A Feature-Driven Machine Learning Framework. | Ayman Abaid, Gianpiero Guidone, Sara Alsubai, Foziyah Alquahtani, Talha Iqbal, Ruth Sharif, Hesham Elzomor, Emiliano Bianchini, Naeif Almagal, Michael G. Madden, Faisal Sharif, Ihsan Ullah |
| 2024 | VISIGRAPP | Beyond the Known: Adversarial Autoencoders in Novelty Detection. | Muhammad Asad, Ihsan Ullah, Ganesh Sistu, Michael G. Madden |
| 2024 | VISIGRAPP | Depth Estimation Using Weighted-Loss and Transfer Learning. | Muhammad Adeel Hafeez, Michael G. Madden, Ganesh Sistu, Ihsan Ullah |
| 2023 | IVCNZ | Unsupervised End-to-End Transformer based approach for Video Anomaly Detection. | Muhammad Adeel Hafeez, Sajid Javed, Michael G. Madden, Ihsan Ullah |
| 2020 | ICPR | Enhancing Semantic Segmentation of Aerial Images with Inhibitory Neurons. | Ihsan Ullah, Sean Reilly, Michael G. Madden |
| 2018 | IJCAI | A Virtual Environment with Multi-Robot Navigation, Analytics, and Decision Support for Critical Incident Investigation. | David L. Smyth, James Fennell, Sai Abinesh, Nazli B. Karimi, Frank G. Glavin, Ihsan Ullah, Brett Drury, Michael G. Madden |
| 2017 | AIME | Accurate Bayesian Prediction of Cardiovascular-Related Mortality Using Ambulatory Blood Pressure Measurements. | James O'Neill, Michael G. Madden, Eamon Dolan |
| 2016 | ICAART | Promoting Cooperation and Fairness in Self-interested Multi-Agent Systems. | Ted Scully, Michael G. Madden |
| 2016 | ICAART | Facilitating Multi-agent Coalition Formation in Self-interested Environments. | Ted Scully, Michael G. Madden |
| 2015 | ICMLA | A Bayesian Classification Approach to Improving Performance for a Real-World Sales Forecasting Application. | Claire Gallagher, Michael G. Madden, Brian D'Arcy |
| 2015 | ICMLA | On Asymmetric Similarity Search. | Ankita Garg, Catherine G. Enright, Michael G. Madden |
| 2014 | EUMAS | Forming Coalitions in Self-interested Multi-agent Environments Through the Promotion of Fair and Cooperative Behaviour. | Ted Scully, Michael G. Madden |
| 2011 | AIME | Clinical Time Series Data Analysis Using Mathematical Models and DBNs. | Catherine G. Enright, Michael G. Madden, Niall Madden, John G. Laffey |
| 2010 | ICDM | Is Topotecan Effective at Killing Cancer Cells? | Ricardo Santiago-Mozos, Imtiaz A. Khan, Michael G. Madden |
| 2010 | WSC | Comparison of manual and automated simulation generation approaches and their use for construction applications. | Gunnar Lucko, Perakath C. Benjamin, Kannan Swaminathan, Michael G. Madden |
| 2010 | SGAI | An Ensemble Dynamic Time Warping Classifier with Application to Activity Recognition. | David McGlynn, Michael G. Madden |
| 2009 | WSC | Rapid Deployment of Simulation Models for Building Construction Applications. | Gunnar Lucko, Kannan Swaminathan, Perakath C. Benjamin, Michael G. Madden |
| 2008 | WSC | Harnessing the power of simulation in the project management / decision support aspects of the construction industry. | Gunnar Lucko, Perakath C. Benjamin, Michael G. Madden |
| 2008 | SGAI | On the Classification Performance of TAN and General Bayesian Networks. | Michael G. Madden |
| 2008 | SGAI | A Machine Learning Application for Classification of Chemical Spectra. | Michael G. Madden, Tom Howley |
| 2006 | ICANN | An Evolutionary Approach to Automatic Kernel Construction. | Tom Howley, Michael G. Madden |
| 2006 | WSC | Learning curve application to space shuttle processing simulations. | Michael G. Madden |
| 2005 | ADMA | Context-Sensitive Regression Analysis for Distributed Data. | Yan Xing, Michael G. Madden, Jim Duggan, Gerard Lyons |
| 2005 | WSC | A strategy for autogeneration of space shuttle ground processing simulation models for project makespan estimation. | Michael G. Madden, Roberta Wyrick, Dale E. O'Neill |
| 2005 | SGAI | The Effect of Principal Component Analysis on Machine Learning Accuracy with High Dimensional Spectral Data. | Tom Howley, Michael G. Madden, Marie-Louise O'Connell, Alan G. Ryder |
| 2005 | SGAI | A Neural Network Approach to Predicting Stock Exchange Movements using External Factors. | Niall O'Connor, Michael G. Madden |
| 2004 | ICML | Coalition calculation in a dynamic agent environment. | Ted Scully, Michael G. Madden, Gerard Lyons |
| 2004 | SGAI | An Improved Genetic Programming Technique for the Classification of Raman Spectra. | Kenneth Hennessy, Michael G. Madden, Jennifer Conroy, Alan G. Ryder |
| 2003 | IDA | Distributed Regression for Heterogeneous Data Sets. | Yan Xing, Michael G. Madden, Jim Duggan, Gerard Lyons |