Markt. Keane

发表

ADGN20: First workshop on Applied Deep Generative Networks

C. Gurrin, Jer Hayes, Azzurra Pini, 2020 .

Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ

Markt. Keane, Derek Greene, Eoin Delaney, 2022, Artif. Intell..

Explaining Classifications to Non Experts: An XAI User Study of Post Hoc Explanations for a Classifier When People Lack Expertise

Markt. Keane, Courtney Ford, 2022, ICPR Workshops.

Categorical and Continuous Features in Counterfactual Explanations of AI Systems

R. Byrne, Markt. Keane, Greta Warren, 2023, IUI.

Three datasets reporting unexpected events for everyday scenarios: Over 9000 events human-labelled for overall valence/sentiment, topic category, and relationship to the initial goal of the scenario

Markt. Keane, M. S. Quinn, 2020, Data in brief.

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

Eoin M. Kenny, Molly S. Quinn, Courtney Ford, 2021, Artif. Intell..

Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future

Barry Smyth, Laurence Shalloo, Eoin M. Kenny, 2021, ICCBR.

Explaining Deep Learning using examples: Optimal feature weighting methods for twin systems using post-hoc, explanation-by-example in XAI

Eoin M. Kenny, Mark T. Keane, Markt. Keane, 2021, Knowl. Based Syst..

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

Markt. Keane, Christophe Guéret, Greta Warren, 2023, ArXiv.

Solving the Class Imbalance Problem Using a Counterfactual Method for Data Augmentation pdf

Mohammed Temraz, Mark T. Keane, Markt. Keane, 2021, Machine Learning with Applications.

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

Derek Greene, Markt. Keane, L. Shalloo, 2022, ICCBR.

Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI

Markt. Keane, Saugat Aryal, 2023, IJCAI.