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DAO-XAI@ECAI 2024: Santiago de Compostela, Spain

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Roberto Confalonieri, Oliver Kutz, Diego Calvanese, Dagmar Gromann, Andreas Holzinger:
Proceedings of the 4th International Workshop on Data meets Ontologies in Explainable AI co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 19, 2024. CEUR Workshop Proceedings 3833, CEUR-WS.org 2024

Invited Talks

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  - conf/daoxai/MattioliCP24
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Martina Mattioli, Antonio Emanuele Cinà, Marcello Pelillo:
Understanding XAI Through the Philosopher's Lens: A Historical Perspective.
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Mehul Bhatt:
Neurosymbolic Visual Commonsense.

Regular Papers

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Susana Nunes, Catia Pesquita:
Drug Repurposing Hypothesis Validation with Knowledge-infused Explanations.
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Meisam Booshehri, Hendrik Buschmeier, Philipp Cimiano:
Towards a BFO-based Ontology of Understanding in Explanatory Interactions.
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  - conf/daoxai/ArmantMVSGMD24
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Vincent Armant, Amira Mouakher, Felipe Vargas-Rojas, Danai Symeonidou, Joris Guérin, Isabelle Mougenot, Jean-Christophe Desconnets:
Can Knowledge Graphs and Retrieval-Augmented Generation be combined to Explain Query/Answer Relationships Truthfully?
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Martin Thomas Horsch, Silvia Chiacchiera, Ilian T. Todorov, Ana Teresa Correia, Aditya Dey, Natalia A. Konchakova, Sebastian Scholze, Simon Stephan, Kristin Tøndel, Arkopaul Sarkar, Mohamed-Hedi Karray, Fadi Al Machot, Björn Schembera:
Exploration of Core Concepts Required for Mid- and Domain-level Ontology Development to Facilitate Explainable-AI-readiness of Data and Models.
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  - conf/daoxai/CarvalhoPT24
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Ricardo Miguel Serafim de Carvalho, Catia Pesquita, Andreia Sofia Teixeira:
Building a Temporal Knowledge Graph for Electronic Health Records.
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Reijo Jaakkola, Tomi Janhunen, Antti Kuusisto, Masood Feyzbakhsh Rankooh, Miikka Vilander:
Interpretable Classifiers for Tabular Data via Feature Selection and Discretization.
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Tianda Sun, Jamie Carr, Dimitar Kazakov:
A Hybrid Question Answering Model with Ontological Integration for Environmental Information.

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