5 citations · 15 across the 12 of their papers we have counts for
3 papers · 1 filter
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations
Anjana Wijekoon, Nirmalie Wiratunga, David Corsar +7
Explainable AI (XAI) can greatly enhance user trust and satisfaction in AI-assisted decision-making processes. Recent findings suggest that a single explainer may not meet the dive…
XEQ Scale for Evaluating XAI Experience Quality
Anjana Wijekoon, Nirmalie Wiratunga, David Corsar +4
Explainable Artificial Intelligence (XAI) aims to improve the transparency of autonomous decision-making through explanations. Recent literature has emphasised users' need for holi…
Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-based NLG Method
Pedram Salimi, Nirmalie Wiratunga, David Corsar +1
Counterfactual Explanations (cf-XAI) describe the smallest changes in feature values necessary to change an outcome from one class to another. However, many cf-XAI methods neglect…