Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation
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Title | Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation |
Publication Type | Journal Article |
Year of Publication | 2024 |
Authors | Pawar U, O'Shea D, O'Reilly R, Costello M, Beder C |
Journal | IEEE Open Journal of the Computer Society |
Volume | 5 |
Pagination | 181-194 |
Keywords | Context modeling, counterfactuals, DiCE ML, Evaluation, Explainable AI, healthcare, LIME, Measurement, Medical diagnostic imaging, Sensors, SHAP, Standards, Training, Training data |
DOI | 10.1109/OJCS.2024.3389781 |