38 citations · 136 across the 14 of their papers we have counts for
14 papers
rAIson: Developing Reliable Decision-Making Agents
Pavlos Moraitis, Nikolaos Spanoudakis, Antonis Kakas
This paper presents the rAIson platform, a high-level technological environment for the development of automated, reliable and explainable decision-making agents. The research unde…
Aristotle's Original Idea: For and Against Logic in the era of AI
Antonis C. Kakas
Aristotle is generally accepted as the father of logic. The ideas that he raised in his study of logical reasoning carried the development of science over the centuries. Today, in…
Explainable AI applications in the Medical Domain: a systematic review
Nicoletta Prentzas, Antonis Kakas, Constantinos S. Pattichis
Artificial Intelligence in Medicine has made significant progress with emerging applications in medical imaging, patient care, and other areas. While these applications have proven…
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…
Cognitive Argumentation and the Suppression Task
Emmanuelle-Anna Dietz Saldanha, Antonis Kakas
This paper addresses the challenge of modeling human reasoning, within a new framework called Cognitive Argumentation. This framework rests on the assumption that human logical rea…