Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract). - Eoin M. Kenny; Elodie Ruelle; Anne Geoghegan; Laurence Shalloo; Micheál O'Leary; Michael O'Donovan; Mohammed Temraz; Mark T. Keane (IJCAI, 2020)

Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future. - Mohammed Temraz; Eoin M. Kenny; Elodie Ruelle; Laurence Shalloo; Barry Smyth; Mark T. Keane (ICCBR, 2021)

Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation. - Mark T. Keane; Eoin M. Kenny; Mohammed Temraz; Derek Greene; Barry Smyth (CoRR, 2021)

Solving the Class Imbalance Problem Using a Counterfactual Method for Data Augmentation. - Mohammed Temraz; Mark T. Keane (CoRR, 2021)