Kenny, Eoin M.

6 publications

IJCAI 2023 Advancing Post-Hoc Case-Based Explanation with Feature Highlighting Eoin M. Kenny, Eoin Delaney, Mark T. Keane

ICLR 2023 Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes Eoin M. Kenny, Mycal Tucker, Julie Shah

IJCAI 2021 If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques Mark T. Keane, Eoin M. Kenny, Eoin Delaney, Barry Smyth

AAAI 2021 On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning Eoin M. Kenny, Mark T. Keane

IJCAI 2020 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 2019 Twin-Systems to Explain Artificial Neural Networks Using Case-Based Reasoning: Comparative Tests of Feature-Weighting Methods in ANN-CBR Twins for XAI Eoin M. Kenny, Mark T. Keane