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7 papers · 2 filters
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…
Explainable AI without Interpretable Model
Kary Främling
Explainability has been a challenge in AI for as long as AI has existed. With the recently increased use of AI in society, it has become more important than ever that AI systems wo…
Dealing with Incompatibilities among Procedural Goals under Uncertainty
Mariela Morveli-Espinoza, Juan Carlos Nieves, Ayslan Trevizan Possebom +1
By considering rational agents, we focus on the problem of selecting goals out of a set of incompatible ones. We consider three forms of incompatibility introduced by Castelfranchi…
An Imprecise Probability Approach for Abstract Argumentation based on Credal Sets
Mariela Morveli-Espinoza, Juan Carlos Nieves, Cesar Augusto Tacla
Some abstract argumentation approaches consider that arguments have a degree of uncertainty, which impacts on the degree of uncertainty of the extensions obtained from a abstract a…
An Argumentation-based Approach for Identifying and Dealing with Incompatibilities among Procedural Goals
Mariela Morveli-Espinoza, Juan Carlos Nieves, Ayslan Possebom +2
During the first step of practical reasoning, i.e. deliberation, an intelligent agent generates a set of pursuable goals and then selects which of them he commits to achieve. An in…
Contestable Black Boxes
Andrea Aler Tubella, Andreas Theodorou, Virginia Dignum +1
The right to contest a decision with consequences on individuals or the society is a well-established democratic right. Despite this right also being explicitly included in GDPR in…