Search Results for author: Antonis Kakas

Found 6 papers, 0 papers with code

Explainable AI applications in the Medical Domain: a systematic review

no code implementations10 Aug 2023 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.

Computational Argumentation and Cognition

no code implementations12 Nov 2021 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, Linguistics, and Philosophy.

Philosophy

Abduction and Argumentation for Explainable Machine Learning: A Position Survey

no code implementations24 Oct 2020 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.

BIG-bench Machine Learning Position

Cognitive Argumentation and the Suppression Task

no code implementations24 Feb 2020 Emmanuelle-Anna Dietz Saldanha, Antonis Kakas

This framework rests on the assumption that human logical reasoning is inherently a process of dialectic argumentation and aims to develop a cognitive model for human reasoning that is computational and implementable.

Logical Reasoning

Non-Monotonic Reasoning and Story Comprehension

no code implementations14 Jul 2014 Irene-Anna Diakidoy, Antonis Kakas, Loizos Michael, Rob Miller

This paper develops a Reasoning about Actions and Change framework integrated with Default Reasoning, suitable as a Knowledge Representation and Reasoning framework for Story Comprehension.

Common Sense Reasoning Reading Comprehension +1

Computational Logic Foundations of KGP Agents

no code implementations15 Jan 2014 Antonis Kakas, Paolo Mancarella, Fariba Sadri, Kostas Stathis, Francesca Toni

This paper presents the computational logic foundations of a model of agency called the KGP (Knowledge, Goals and Plan model.

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