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3rd xAI 2025: Istanbul, Turkey
- Riccardo Guidotti

, Ute Schmid
, Luca Longo
:
Explainable Artificial Intelligence - Third World Conference, xAI 2025, Istanbul, Turkey, July 9-11, 2025, Proceedings, Part V. Communications in Computer and Information Science 2580, Springer 2026, ISBN 978-3-032-08332-6
Applications of XAI
- Mustafa Cavus

, Adrian Stando
, Przemyslaw Biecek
:
Glocal Explanations of Expected Goal Models in Football. 3-26 - Mayar Hefny

, Ahmad Terra
, Agustín Valencia
:
Comprehensive Reinforcement Learning Explanations Using Queries. 27-40 - Oliver Deane

, Oliver Ray
:
A Human-in-the-Loop Approach to Learning Social Norms and Behavioural Policies. 41-63 - Ina Dormuth

, Sven Franke
, Marlies Hafer, Tim Katzke
, Alexander Marx
, Emmanuel Müller
, Daniel Neider
, Markus Pauly
, Jérôme Rutinowski
:
A Cautionary Tale About "Neutrally" Informative AI Tools Ahead of the 2025 Federal Elections in Germany. 64-85
Human-Centered XAI and Argumentation
- Giulia Vilone

, Luca Longo
:
Evaluating Argumentation Graphs as Global Explainable Surrogate Models for Dense Neural Networks and Their Comparison with Decision Trees. 89-112 - Eva Paraschou

, Ioannis Arapakis
, Sofia Yfantidou
, Sebastian Macaluso
, Athena Vakali
:
Mind the XAI Gap: A Human-Centered LLM Framework for Democratizing Explainable AI. 113-137 - Felix Liedeker, Olivia Sanchez-Graillet

, Christian Brandt
, Jörg Wellmer
, Philipp Cimiano
:
Explanations for Medical Diagnosis Predictions Based on Argumentation Schemes. 138-158 - Fabian Schmeisser

, Adriano Lucieri
, Andreas Dengel
, Sheraz Ahmed
:
Spectral Occlusion - Attribution Beyond Spatial Relevance Heatmaps. 159-183 - Sasa Brdnik

, Ivona Colakovic
, Saso Karakatic
:
Non-experts' Trust in XAI is Unreasonably High. 184-197
Explainable and Interactive Hybrid Decision Making
- Madhuri Sawant

, Arjumand Younus
, Simon Caton
, Muhammad Atif Qureshi:
SHAP-RC: A Framework for Explaining Annotator Disagreement in Sexism Detection. 201-224 - Olesja Lammert

:
Can AI Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors. 225-248 - Ulrike Kuhl

, Annika Bush
:
When Bias Backfires: The Modulatory Role of Counterfactual Explanations on the Adoption of Algorithmic Bias in XAI-Supported Human Decision-Making. 249-273 - Craig Pirie

, Leonardo Antunes Ferreira
, Gabriel de Almeida Sá Coutrin
, Lucas Pereira Carlini
, Carlos Francisco Moreno-García
, Marina Carvalho de Moraes Barros
, Ruth Guinsburg
, Carlos Eduardo Thomaz
, Rafael Nobre Orsi
, Nirmalie Wiratunga
:
Understanding Disagreement Between Humans and Machines in XAI: Robustness, Fidelity, and Region-Based Explanations in Automatic Neonatal Pain Assessment. 274-298 - Sumaira Saeed

, Quratulain Rajput
, Sajjad Haider
:
On Combining Embeddings, Ontology and LLM to Retrieve Semantically Similar Quranic Verses and Generate Their Explanations. 299-313
Uncertainty in Explainable AI
- Jonas Teufel

, Annika Leinweber, Pascal Friederich
:
Improving Counterfactual Truthfulness for Molecular Property Prediction Through Uncertainty Quantification. 317-339 - Tuwe Löfström, Fatima Rabia Yapicioglu, Alessandra Stramiglio, Helena Löfström, Fabio Vitali:

Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models. 340-363 - Sara Pohland

, Claire J. Tomlin
:
Explaining Low Perception Model Competency with High-Competency Counterfactuals. 364-389 - Teodor Chiaburu

, Felix Bießmann
, Frank Haußer
:
Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators. 390-411

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