3 citations · 4 across the 8 of their papers we have counts for
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cs.HC2023★ 1 cited
Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model
Mohsen Abbaspour Onari, Isel Grau, Marco S. Nobile +1
This empirical study proposes a novel methodology to measure users' perceived trust in an Explainable Artificial Intelligence (XAI) model. To do so, users' mental models are elicit…
cs.LG2023
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps
Isel Grau, Gonzalo Nápoles, Fabian Hoitsma +2
In this paper, we integrate the concepts of feature importance with implicit bias in the context of pattern classification. This is done by means of a three-step methodology that i…