Eoin Delaney

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Top Venues

Publications

Greta Warren, Eoin Delaney, Christophe Guéret, Mark T. Keane
Explaining Multiple Instances Counterfactually:User Tests of Group-Counterfactuals for XAI. ICCBR (2024)
Eoin Delaney, Arjun Pakrashi, Derek Greene, Mark T. Keane
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint). AAAI (2024)
Sofie Goethals, Eoin Delaney, Brent D. Mittelstadt, Chris Russell
Resource-constrained Fairness. CoRR (2024)
Eoin Delaney, Zihao Fu, Sandra Wachter, Brent D. Mittelstadt, Chris Russell
OxonFair: A Flexible Toolkit for Algorithmic Fairness. CoRR (2024)
Eoin M. Kenny, Eoin Delaney, Mark T. Keane
Advancing Post-Hoc Case-Based Explanation with Feature Highlighting. IJCAI (2023)
Greta Warren, Mark T. Keane, Christophe Guéret, Eoin Delaney
Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals. CoRR (2023)
Eoin M. Kenny, Eoin Delaney, Mark T. Keane
Advancing Post Hoc Case Based Explanation with Feature Highlighting. CoRR (2023)
Eoin Delaney, Arjun Pakrashi, Derek Greene, Mark T. Keane
Counterfactual explanations for misclassified images: How human and machine explanations differ. Artif. Intell. 324 (2023)
Eoin Delaney
Case-based Explanations for Black-Box Time Series and Image Models with Applications in Smart Agriculture. ICCBR Doctoral Consortium (2022)
Eoin Delaney, Derek Greene, Laurence Shalloo, Michael Lynch, Mark T. Keane
Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI. ICCBR (2022)
Eoin Delaney, Arjun Pakrashi, Derek Greene, Mark T. Keane
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ. CoRR (2022)
Eoin Delaney, Derek Greene, Mark T. Keane
Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions. CoRR (2021)
Duncan Wallace, Eoin Delaney, Mark T. Keane, Derek Greene
Nearest Neighbour-Based Data Augmentation for Time Series Forecasting. AICS (2021)
Mark T. Keane, Eoin M. Kenny, Eoin Delaney, Barry Smyth
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques. CoRR (2021)
Mark T. Keane, Eoin M. Kenny, Eoin Delaney, Barry Smyth
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques. IJCAI (2021)
Eoin Delaney, Derek Greene, Mark T. Keane
Instance-Based Counterfactual Explanations for Time Series Classification. ICCBR (2021)
Eoin Delaney, Derek Greene, Mark T. Keane
Instance-Based Counterfactual Explanations for Time Series Classification. CoRR (2020)