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researcher

Eoin M. Kenny

13 papers hereh-index 121k citations24 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author6
  • last author2

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.AI6
  • cs.LG5
  • cs.CL1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedHow Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins

59 citations · 100 across the 12 of their papers we have counts for

collaborators
Showing 2023 · cs.AIShow all

2 papers · 2 filters

cs.AI2023★ 2 cited

Advancing Post Hoc Case Based Explanation with Feature Highlighting

Eoin Kenny, Eoin Delaney, Mark Keane

Explainable AI (XAI) has been proposed as a valuable tool to assist in downstream tasks involving human and AI collaboration. Perhaps the most psychologically valid XAI techniques…

cs.AI2023★ 2 cited

The Utility of "Even if..." Semifactual Explanation to Optimise Positive Outcomes

Eoin M. Kenny, Weipeng Huang

When users receive either a positive or negative outcome from an automated system, Explainable AI (XAI) has almost exclusively focused on how to mutate negative outcomes into posit…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.