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EXPLAINS 2024 : 1st International Conference on Explainable AI for Neural and Symbolic Methods


When Nov 20, 2024 - Nov 22, 2024
Where Porto, Portugal
Submission Deadline Jun 3, 2024
Notification Due Jul 31, 2024
Final Version Due Sep 13, 2024
Categories    intelligent systems   soft computing   evolutionary computation   computer science

Call For Papers


1st International Conference on Explainable AI for Neural and Symbolic Methods (EXPLAINS)
Submission Deadline: June 03, 2024

In Cooperation with:
Portuguese Association for Artificial Intelligence
Associação Portuguesa de Reconhecimento de Padrões

Proceedings will be submitted for evaluation for indexation by:
Google Scholar
The DBLP Computer Science Bibliography
Semantic Scholar
Engineering Index
Web of Science / Conference Proceedings Citation Index

The event will be of hybrid nature, in the sense that online presentations of accepted papers will be possible for those authors that are unable to travel to the venue.
November 20 - 22, 2024
Porto, Portugal
In the future people will collaborate more and more with machines to solve complex problems using AI techniques. Such a collaboration requires adequate communication, trust, clarity and understanding. eXplainalbe AI (XAI) aims at addressing such challenges by combining the best of symbolic AI and Machine Learning including neural models, evolutionary computing and fuzzy systems. Such topic has been studied for years by all different communities of AI, with different definitions, evaluation metrics, motivations and results. In addition to technology, this involves social and legal issues as well as a wide range of real-world applications and domains. Both interpretability by design methods and post-hoc methods for explaining complex models have been proposed and investigated. Research has also redirected its emphasis on the structure of explanations and human-centered Artificial Intelligence, recognizing that the ultimate users of interactive technologies are humans.

EXPLAINS is organized in 3 major tracks:
Social and Legal Issues

Conference Chair(s)
Joaquim Filipe, Polytechnic Institute of Setubal / INSTICC, Portugal

Program Chair(s)
Niki van Stein, Leiden University, Netherlands
Francesco Marcelloni, University of Pisa, Italy
Kurosh Madani, University of Paris-EST Créteil (UPEC), France

Program Committee

EXPLAINS Secretariat

Address: Avenida de S. Francisco Xavier, Lote 7 Cv. C, Setubal 2900-616, Portugal
Tel:+351 265 520 185

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