120 citations
- University of PeloponneseGR4 papers
- University of PlymouthGB4 papers
- University of PortsmouthGB3 papers
- Hellenic Civil Aviation AuthorityGR2 papers
- University of CyprusCY2 papers
- University of TrentoIT2 papers
- Aalto UniversityFI1 paper
- AGH University of KrakowPL1 paper
- Agriculture and FoodAU1 paper
- Aristotle University of ThessalonikiGR1 paper
- Atilim UniversityTR1 paper
- Bilkent UniversityTR1 paper
5 papers · 1 filter
Experience and Prediction: A Metric of Hardness for a Novel Litmus Test
Nicos Isaak, Loizos Michael
In the last decade, the Winograd Schema Challenge (WSC) has become a central aspect of the research community as a novel litmus test. Consequently, the WSC has spurred research int…
Computational Argumentation and Cognition
Emmanuelle Dietz, Antonis Kakas, Loizos Michael
This paper examines the interdisciplinary research question of how to integrate Computational Argumentation, as studied in AI, with Cognition, as can be found in Cognitive Science,…
Abduction and Argumentation for Explainable Machine Learning: A Position Survey
Antonis Kakas, Loizos Michael
This paper presents Abduction and Argumentation as two principled forms for reasoning, and fleshes out the fundamental role that they can play within Machine Learning. It reviews t…
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…
Lossless fitness inheritance in genetic algorithms for decision trees
Dimitris Kalles, Athanassios Papagelis
When genetic algorithms are used to evolve decision trees, key tree quality parameters can be recursively computed and re-used across generations of partially similar decision tree…