DC-Mentoring IV: Explainable and Trustworthy AI

August 30, 2:00 pm - 4:30 pm (CEST)

Chairs: Pedro Meseguer and Ulises Cortés

This track is devoted to Explainable and Trustworthy AI. The session includes the next 8 discussion slots:

Structures and infrastructures around AI: unbiasedness, politics and metrics in data-driven socio-technical systems

Gunay Kazimzade

https://nextcloud.citius.usc.es/index.php/s/Y8ZRtnKNHCP8Lek

https://youtu.be/9cfHn9ePghY


Accountability and control over autonomous weapon systems: aframework for comprehensive human oversight

Ilse Verdiesen

https://nextcloud.citius.usc.es/index.php/s/FM5FbPR2oe62jCT

https://youtu.be/PKpMiPc5Ces


Explainable AI for intelligent decision support in operations and maintenance of wind turbines

Joyjit Chatterjee

https://nextcloud.citius.usc.es/index.php/s/9sy2ScigYRdtHD8

https://youtu.be/CB42lv2VdQY


OBOE: an explainable text classification framework

Raúl Antonio del Águila Escobar

https://nextcloud.citius.usc.es/index.php/s/KygHX2WzaeMgxEq

https://youtu.be/OQtSZblocLc


Understandable deep learning analysis for very high energy astroparticle physics

Ettore Mariotti

https://nextcloud.citius.usc.es/index.php/s/nsgjcTiHM2LwRxn

https://youtu.be/P9caWS5jOII


Explaining Bayesian networks in natural language

Conor Hennessy

https://nextcloud.citius.usc.es/index.php/s/jmr4fYGxLiGoWcn

https://www.youtube.com/watch?v=a3j2lGXcl7U


Argumentation-based interactive factual and counterfactual explanation generation

Ilia Stepin

https://nextcloud.citius.usc.es/index.php/s/JgiGy7CcTRPiabJ

https://www.youtube.com/watch?v=bU570fxnrHw


Age-related individual differences and their implications for the design of cognitive interactive systems

Lucas Morillo-Méndez

https://nextcloud.citius.usc.es/index.php/s/oxkFY8pkzbAGRco

https://www.youtube.com/watch?v=N49rhCVf1CM