Eoin Delaney

According to our database, Eoin Delaney authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint).

Eoin Delaney, Arjun Pakrashi, Derek Greene, Mark T. Keane

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Counterfactual explanations for misclassified images: How human and machine explanations differ.

Eoin Delaney, Arjun Pakrashi, Derek Greene, Mark T. Keane

Artif. Intell., November, 2023

Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals.

Greta Warren, Mark T. Keane, Christophe Guéret, Eoin Delaney

CoRR, 2023

Advancing Post-Hoc Case-Based Explanation with Feature Highlighting.

Eoin M. Kenny, Eoin Delaney, Mark T. Keane

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI.

Eoin Delaney, Derek Greene, Laurence Shalloo, Michael Lynch, Mark T. Keane

Proceedings of the Case-Based Reasoning Research and Development, 2022

Case-based Explanations for Black-Box Time Series and Image Models with Applications in Smart Agriculture.

Eoin Delaney

Proceedings of the Doctoral Consortium Proceedings of the 30th International Conference on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

2021

Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions.

Eoin Delaney, Derek Greene, Mark T. Keane

CoRR, 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

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Instance-Based Counterfactual Explanations for Time Series Classification.

Eoin Delaney, Derek Greene, Mark T. Keane

Proceedings of the Case-Based Reasoning Research and Development, 2021

Nearest Neighbour-Based Data Augmentation for Time Series Forecasting.

Duncan Wallace, Eoin Delaney, Mark T. Keane, Derek Greene

Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021

2020

Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective.

Eoin M. Kenny, Eoin D. Delaney, Derek Greene, Mark T. Keane

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020