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EXPLAINS 2024 will be held in conjunction with ICINCO 2024, icSPORTS 2024, CHIRA 2024, IN4PL 2024, IJCCI 2024 and CoopIS 2024.
Registration to EXPLAINS allows free access to the ICINCO, icSPORTS, CHIRA, IN4PL, IJCCI and CoopIS conferences (as a non-speaker).



Although the conference is back to the normal mode (i.e., in-person) speakers are allowed to present remotely if unable to travel to the venue (hybrid support).
 
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.

Conference Areas

1 . Technology


2 . Social and Legal Issues


3 . Applications


Conference Chair

Joaquim FilipePolytechnic Institute of Setubal / INSTICC, Portugal

PROGRAM CO-CHAIRS

Francesco MarcelloniUniversity of Pisa, Italy
Kurosh MadaniUniversity of Paris-EST Créteil (UPEC), France
Niki van SteinLeiden University, Netherlands

Keynote Speakers

João GamaUniversity of Porto, Portugal
Tome EftimovJožef Stefan Institute, Slovenia
Gabriela OchoaUniversity of Stirling, United Kingdom

Special Sessions

 
Publications:
Science and Technology Publications, Lda

All papers presented at the conference venue
will be available at the SCITEPRESS Digital Library
(consult SCITEPRESS Ethics of Publication)

Communications in Computer and Information Science

It is planned to publish a short list of revised and
extended versions of presented papers with
Springer in a CCIS Series book.

Springer Nature Computer Science

A short list of best papers will be invited
for a post-conference special issue of the
Springer Nature Computer Science Journal.

In Cooperation with:

Proceedings will be submitted for evaluation for indexing by:


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