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Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies.

E. Kenny, C. Ford, M. Quinn, and M. Keane. Artif. Intell., (2021)

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Eoin Hyden

James Kenny

Dorothy Kenny

Kenny Saul

Kenny Kögel

Other publications of authors with the same name

Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation.M. Keane, E. Kenny, M. Temraz, D. Greene, and B. Smyth. CoRR, (2021)The Utility of "Even if..." Semifactual Explanation to Optimise Positive Outcomes.E. Kenny, and W. Huang. CoRR, (2023)Advancing Post-Hoc Case-Based Explanation with Feature Highlighting.E. Kenny, E. Delaney, and M. Keane. IJCAI, page 427-435. ijcai.org, (2023)On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning.E. Kenny, and M. Keane. AAAI, page 11575-11585. AAAI Press, (2021)Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification.L. Yang, E. Kenny, T. Ng, Y. Yang, B. Smyth, and R. Dong. COLING, page 6150-6160. International Committee on Computational Linguistics, (2020)Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract).E. Kenny, E. Ruelle, A. Geoghegan, L. Shalloo, M. O'Leary, M. O'Donovan, M. Temraz, and M. Keane. IJCAI, page 4740-4744. ijcai.org, (2020)Sister Conferences Best Papers.A Hybrid Model that Combines Machine Learning and Mechanistic Models for Useful Grass Growth Prediction.E. Kenny, E. Ruelle, M. Keane, and L. Shalloo. Comput. Electron. Agric., (2024)Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes.E. Kenny, M. Tucker, and J. Shah. ICLR, OpenReview.net, (2023)If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques.M. Keane, E. Kenny, E. Delaney, and B. Smyth. IJCAI, page 4466-4474. ijcai.org, (2021)Play MNIST For Me! User Studies on the Effects of Post-Hoc, Example-Based Explanations & Error Rates on Debugging a Deep Learning, Black-Box Classifier.C. Ford, E. Kenny, and M. Keane. CoRR, (2020)

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Disambiguation of "Kenny, Eoin M."

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Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies.

Please choose a person to relate this publication to

Eoin Hyden

James Kenny

Dorothy Kenny

Kenny Saul

Kenny Kögel

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Kenny, Eoin M."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies.

Please choose a person to relate this publication to

Eoin Hyden

James Kenny

Dorothy Kenny

Kenny Saul

Kenny Kögel

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies.