| 2021 | ACL | Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis. | Linyi Yang, Jiazheng Li, Padraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong |
| 2018 | IJCAI | Marathon Race Planning: A Case-Based Reasoning Approach. | Barry Smyth, Padraig Cunningham |
| 2014 | ICPR | The Contribution of Morphological Features in the Classification of Prostate Carcinoma in Digital Pathology Images. | Nicholas McCarthy, Padraig Cunningham, Gillian O'Hurley |
| 2012 | ICDM | Using Storm to Perform Dynamic Egocentric Network Motif Analysis. | Martin Harrigan, Padraig Cunningham, Lorcan Coyle |
| 2012 | RecSys | A system for twitter user list curation. | Igor Brigadir, Derek Greene, Padraig Cunningham |
| 2011 | ICDM | Deriving Insights from National Happiness Indices. | Anthony Brew, Derek Greene, Daniel Archambault, Padraig Cunningham |
| 2010 | ECAI | Using Crowdsourcing and Active Learning to Track Sentiment in Online Media. | Anthony Brew, Derek Greene, Padraig Cunningham |
| 2010 | ICPR | Vector Quantization Mappings for Speaker Verification. | Anthony Brew, Padraig Cunningham |
| 2010 | RecSys | Merging multiple criteria to identify suspicious reviews. | Guangyu Wu, Derek Greene, Padraig Cunningham |
| 2009 | IC3K | Artificial Data Generation for One-class Classification - A Case Study of Dimensionality Reduction for Text and Biological Data. | Santiago D. Villalba, Padraig Cunningham |
| 2009 | ICCBR | A Scalable Noise Reduction Technique for Large Case-Based Systems. | Nicola Segata, Enrico Blanzieri, Padraig Cunningham |
| 2008 | BIBE | Parallel integration of heterogeneous genome-wide data sources. | Derek Greene, Kenneth Bryan, Padraig Cunningham |
| 2008 | CBMI | A system for automatically annotating traditional Irish music field recordings. | Bryan Duggan, Brendan O'Shea, Padraig Cunningham |
| 2008 | RecSys | Unsupervised retrieval of attack profiles in collaborative recommender systems. | Kenneth Bryan, Michael P. O'Mahony, Padraig Cunningham |
| 2007 | BIBE | BALBOA: Extending Bicluster Analysis to Classify ORFs using Expression Data. | Kenneth Bryan, Padraig Cunningham |
| 2007 | CBMI | An Assessment of Alternative Strategies for Constructing EMD-Based Kernel Functions for Use in an SVM for Image Classification. | Anton Zamolotskikh, Padraig Cunningham |
| 2006 | CBMS | Comparison of the Data-based and Gene Ontology-Based Approaches to Cluster Validation Methods for Gene Microarrays. | Nadia Bolshakova, Anton Zamolotskikh, Padraig Cunningham |
| 2006 | CBMS | Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen |
| 2006 | CIBCB | Bottom-Up Biclustering of Expression Data. | Kenneth Bryan, Padraig Cunningham |
| 2006 | ECAI | Calibrating Probability Density Forecasts with Multi-Objective Search. | Michael Carney, Padraig Cunningham |
| 2006 | ECAI | ECUE: A Spam Filter that Uses Machine Leaming to Track Concept Drift. | Sarah Jane Delany, Padraig Cunningham, Barry Smyth |
| 2006 | FlAIRS | A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering. | Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal |
| 2006 | ICML | Practical solutions to the problem of diagonal dominance in kernel document clustering. | Derek Greene, Padraig Cunningham |
| 2006 | SAC | A methodology for comparing classifiers that allow the control of bias. | Anton Zamolotskikh, Sarah Jane Delany, Padraig Cunningham |
| 2005 | CBMS | Biclustering of Expression Data Using Simulated Annealing. | Kenneth Bryan, Padraig Cunningham, Nadia Bolshakova |
| 2005 | ICCBR | Generating Estimates of Classification Confidence for a Case-Based Spam Filter. | Sarah Jane Delany, Padraig Cunningham, Dnal Doyle, Anton Zamolotskikh |
| 2005 | ICCBR | An Evaluation of the Usefulness of Explanation in a CBR System for Decision-Support in Bronchiolitis Treatment. | Dnal Doyle, Padraig Cunningham, Paul Walsh |
| 2005 | ICCBR | Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks. | Conor Hayes, Paolo Avesani, Emiliano Baldo, Padraig Cunningham |
| 2005 | ICCBR | The Best Way to Instil Confidence Is by Being Right. | Conor Nugent, Padraig Cunningham, Dnal Doyle |
| 2005 | ICML | Predicting probability distributions for surf height using an ensemble of mixture density networks. | Michael Carney, Padraig Cunningham, Jim Dowling, Ciaran Lee |
| 2005 | IJCAI | Sequential Genetic Search for Ensemble Feature Selection. | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
| 2004 | CBMS | Ensemble Clustering in Medical Diagnostics. | Derek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham |
| 2004 | DaWaK | Diversity in Random Subspacing Ensembles. | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
| 2004 | SAC | An integrated tool for microarray data clustering and cluster validity assessment. | Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham |
| 2004 | SGAI | Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it Gets. | John Loughrey, Padraig Cunningham |
| 2003 | CBMS | Search Strategies for Ensemble Feature Selection in Medical Diagnostics. | Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen |
| 2003 | ICCBR | An Evaluation of the Usefulness of Case-Based Explanation. | Padraig Cunningham, Dnal Doyle, John Loughrey |
| 2003 | ICCBR | Case-Based Plan Recognition in Computer Games. | Michael Fagan, Padraig Cunningham |
| 2003 | IVA | Simulating Virtual Humans Across Diverse Situations. | Brian MacNamee, Simon Dobbyn, Padraig Cunningham, Carol O'Sullivan |
| 2002 | ECAI | Programme driven music radio. | Conor Hayes, Padraig Cunningham, Patrick Clerkin, Marco Grimaldi |
| 2001 | ICCBR | Case Representation Issues for Case-Based Reasoning from Ensemble Research. | Padraig Cunningham, Gabriele Zenobi |
| 2001 | ICCBR | A Case-Based Reasoning View of Automated Collaborative Filtering. | Conor Hayes, Padraig Cunningham, Barry Smyth |
| 1999 | ESANN | The NeuralBAG algorithm: optimizing generalization performance in bagged neural networks. | John Carney, Padraig Cunningham |
| 1999 | ICCBR | Shaping a CBR View with XML. | Conor Hayes, Padraig Cunningham |
| 1999 | IJCNN | Confidence and prediction intervals for neural network ensembles. | John Carney, Padraig Cunningham, Umesh Bhagwan |
| 1998 | ECAI | Hierarchical CBR for Multiple Aircraft Conflict Resolution. | Andrea Bonzano, Padraig Cunningham |
| 1998 | ICCBR | Using Configuration Techniques for Adaptation. | Wolfgang Wilke, Barry Smyth, Padraig Cunningham |
| 1998 | SSPR | Generalised Syntactiv Pattern Recognition as a Unifying Approach in Image Analysis. | Mark Venguerov, Padraig Cunningham |
| 1997 | ICCBR | Using Introspective Learning to Improve Retrieval in CBR: A Case Study in Air Traffic Control. | Andrea Bonzano, Padraig Cunningham, Barry Smyth |
| 1995 | ICCBR | On the use of CBR in optimisation problems such as the TSP. | Padraig Cunningham, Barry Smyth, Neil J. Hurley |
| 1995 | ICCBR | Systems, Tasks and Adaptation Knowledge: Revealing Some Revealing Dependencies. | Kathleen Hanney, Mark T. Keane, Barry Smyth, Padraig Cunningham |
| 1992 | ECAI | Dj Vu: A Hierarchical Case-Based Reasoning System for Software Design. | Barry Smyth, Padraig Cunningham |
| 1992 | ECAI | Competitive Hypothesis Resolution in TWIG, a Blackboard-Driven Text Understanding System. | Tony Veale, Padraig Cunningham |
| 1991 | IJCAI | Organizational Issues Arising from the Integration of the Lexicon and Concept Network in a Text Understanding System. | Padraig Cunningham, Tony Veale |
| 1987 | IJCAI | Qualitative Reasoning in Electronic Fault Diagnosis. | Padraig Cunningham |