10 citations · 24 across the 8 of their papers we have counts for
5 papers · 1 filter
Contextual Importance and Utility in Python: New Functionality and Insights with the py-ciu Package
Kary Främling
The availability of easy-to-use and reliable software implementations is important for allowing researchers in academia and industry to test, assess and take into use eXplainable A…
Contextual Importance and Utility: aTheoretical Foundation
Kary Främling
This paper provides new theory to support to the eXplainable AI (XAI) method Contextual Importance and Utility (CIU). CIU arithmetic is based on the concepts of Multi-Attribute Uti…
Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain
Samanta Knapič, Avleen Malhi, Rohit Saluja +1
In the present paper we present the potential of Explainable Artificial Intelligence methods for decision-support in medical image analysis scenarios. With three types of explainab…
Cognitive Perspectives on Context-based Decisions and Explanations
Marcus Westberg, Kary Främling
When human cognition is modeled in Philosophy and Cognitive Science, there is a pervasive idea that humans employ mental representations in order to navigate the world and make pre…
XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory
Nazanin Fouladgar, Kary Främling
In this work, we report the practical and theoretical aspects of Explainable AI (XAI) identified in some fundamental literature. Although there is a vast body of work on representi…