106 citations
- Umeå UniversitySE36 papers
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- Linköping UniversitySE3 papers
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- Aalto UniversityFI1 paper
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66 papers
Representative Sets in Propositional Abduction
Johannes Schmidt, Mohamed Maizia, Victor Lagerkvist +1
The propositional abduction problem is a well-known form of non-monotonic reasoning where we are asked to find an explanation of a given manifestation. Recently, there has been an…
Concerning Uncertainty -- A Systematic Survey of Uncertainty-Aware XAI
Helena Löfström, Tuwe Löfström, Anders Hjort +1
This paper surveys uncertainty-aware explainable artificial intelligence (UAXAI), examining how uncertainty is incorporated into explanatory pipelines and how such methods are eval…
A Fast, Closed-Form Bandwidth Selector for the Beta Kernel Density Estimator
Johan Hallberg Szabadváry
The Beta kernel estimator offers a theoretically superior alternative to the Gaussian kernel for unit interval data, eliminating boundary bias without requiring reflection or trans…
Using Petri Nets for Context-Adaptive Robot Explanations
Görkem Kılınç Soylu, Neziha Akalin, Maria Riveiro
In human-robot interaction, robots must communicate in a natural and transparent manner to foster trust, which requires adapting their communication to the context. In this paper,…
Soundtracks of Our Lives: How Age Influences Musical Preferences
Arsen Matej Golubovikj, Bruce Ferwerda, Alan Said +1
The majority of research in recommender systems, be it algorithmic improvements, context-awareness, explainability, or other areas, evaluates these systems on datasets that capture…
Hanging Around: Cognitive Inspired Reasoning for Reactive Robotics
Mihai Pomarlan, Stefano De Giorgis, Rachel Ringe +2
Situationally-aware artificial agents operating with competence in natural environments face several challenges: spatial awareness, object affordance detection, dynamic changes and…