4 citations · 5 across the 5 of their papers we have counts for
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What's meant by explainable model: A Scoping Review
Mallika Mainali, Rosina O Weber
We often see the term explainable in the titles of papers that describe applications based on artificial intelligence (AI). However, the literature in explainable artificial intell…
Explanation Container in Case-Based Biomedical Question-Answering
Prateek Goel, Adam J. Johs, Manil Shrestha +1
The National Center for Advancing Translational Sciences(NCATS) Biomedical Data Translator (Translator) aims to attenuate problems faced by translational scientists. Translator is…
Longitudinal Distance: Towards Accountable Instance Attribution
Rosina O. Weber, Prateek Goel, Shideh Amiri +1
Previous research in interpretable machine learning (IML) and explainable artificial intelligence (XAI) can be broadly categorized as either focusing on seeking interpretability in…
Knowledge-based XAI through CBR: There is more to explanations than models can tell
Rosina Weber, Manil Shrestha, Adam J Johs
The underlying hypothesis of knowledge-based explainable artificial intelligence is the data required for data-centric artificial intelligence agents (e.g., neural networks) are le…