DAO-XAI 2024

Table of Contents

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• Understanding XAI Through the Philosopher’s Lens: A Historical Perspective PDF
  Antonio Emanuele Cinà, Martina Mattioli, Marcello Pelillo
• Neurosymbolic Visual Commonsense PDF
  Mehul Bhatt
• Drug Repurposing Hypothesis Validation with Knowledge-infused Explanations PDF
  Catia Pesquita, Susana Nunes
• Towards a BFO-based Ontology of Understanding in Explanatory Interactions PDF
  Philipp Cimiano, Meisam Booshehri, Hendrik Buschmeier
• Can Knowledge Graphs and Retrieval-Augmented Generation be combined to Explain Query/Answer Relationships Truthfully? PDF
  Isabelle Mougenot, Joris Guérin, Danai Symeonidou, Amira Mouakher, Jean-Christophe Desconnets, Felipe Vargas-Rojas, Vincent Armant
• Exploration of Core Concepts Required for Mid- and Domain-level Ontology Development to Facilitate Explainable-AI-readiness of Data and Models PDF
  Martin Horsch, Kristin Tøndel, Fadi Al Machot, Ilian T. Todorov, Sebastian Scholze, Mohamed-Hedi Karray, Natalia A. Konchakova, Silvia Chiacchiera, Björn Schembera, Simon Stephan, Ana Correia 0001, Arkopaul Sarkar, Aditya Dey
• Building a Temporal Knowledge Graph for Electronic Health Records PDF
  Catia Pesquita, Andreia Sofia Teixeira, Ricardo Miguel Serafim de Carvalho
• Interpretable Classifiers for Tabular Data via Feature Selection and Discretization PDF
  Miikka Vilander, Antti Kuusisto, Reijo Jaakkola, Masood Feyzbakhsh Rankooh, Tomi Janhunen
• A Hybrid Question Answering Model with Ontological Integration for Environmental Information PDF
  Jamie Carr, Tianda Sun, Dimitar Kazakov