MAI-XAI 2025

Table of Contents

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• Evaluating the Reliability of Large Language Model-Generated Explanations in Dialogue-Based XAI PDF
  Isabel Feustel, Niklas Rach, Wolfgang Minker, Stefan Ultes
• Influence of Prior and Task Generated Emotions on XAI Explanation Retention and Understanding PDF
  Birte Richterl, Christian Schütze, Anna Aksonova, Julian Leichert, Britta Wrede
• Explaining Bayesian Networks Reasoning to the General Public: Insights from the User Study PDF
  Nikolay Babakov, Ehud Reiter, Alberto Bugarín
• Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness PDF
  Juliett Suárez-Ferreira, Marija Slavkovik, Jorge Casillas
• Adaptive XAI in High Stakes Environments: Modeling Swift Trust with Multimodal Feedback in Human AI Teams PDF
  Nishani Fernando, Bahareh Nakisa, Adnan Ahmad, Mohammad Naim Rastgoo
• Unimodal vs Multimodal Coupling in Emotion Recognition: An Explainable Framework using Physiological States and Transitions PDF
  Anubhav, Kantaro Fujiwara
• Exploring Structural Brain Connectivity in Term and Preterm Infants with Explainable AI and Fuzzy Logic PDF
  Katherine Birch, Alberto Durán-López, Daniel Bolaños-Martinez, Chandresh Pravin, Maria Bermudez-Edo, Roman Bauer, Suparna De
• On Modifying the Perception of a Neural Network PDF
  Manuel de Sousa Ribeiro, João Leite
• XAI in Medical Image Report Generation: Unlocking Stress Testing as a Responsible AI Practice for Multimodal Models PDF
  Flávia Carvalhido, Henrique Lopes Cardoso, Vitor Cerqueira, Carlos Soares