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EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT V

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Papers18
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Journal Papers 18
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Explanations for Medical Diagnosis Predictions Based on Argumentation Schemes
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deleteLiedeker, Felix; Sanchez-Graillet, Olivia; Brandt, Christian; Wellmere, Joerg; Cimiano, Philipp
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Explaining Low Perception Model Competency with High-Competency Counterfactuals
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deletePohland, Sara; Tomlin, Claire
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Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators
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deleteChiaburu, Teodor; Biessmann, Felix; Hausser, Frank
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A Human-in-the-Loop Approach to Learning Social Norms and Behavioural Policies
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deleteDeane, Oliver; Ray, Oliver
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Evaluating Argumentation Graphs as Global Explainable Surrogate Models for Dense Neural Networks and Their Comparison with Decision Trees
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deleteVilone, Giulia; Longo, Luca
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Mind the XAI Gap: A Human-Centered LLM Framework for Democratizing Explainable AI
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deleteParaschou, Eva; Arapakis, Ioannis; Yfantidou, Sofia; Macaluso, Sebastian; Vakali, Athena
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Improving Counterfactual Truthfulness for Molecular Property Prediction Through Uncertainty Quantification
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deleteTeufel, Jonas; Leinweberi, Annika; Friederich, Pascal
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SHAP-RC: A Framework for Explaining Annotator Disagreement in Sexism Detection
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deleteSawant, Madhuri; Younus, Arjumand; Caton, Simon; Qureshi, M. Atif
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Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models
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deleteLofstrom, Tuwe; Yapicioglu, Fatima Rabia; Stramiglio, Alessandra; Lofstrom, Helena; Vitali, Fabio
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A Cautionary Tale About Neutrally Informative AI Tools Ahead of the 2025 Federal Elections in Germany
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deleteDormuth, Ina; Franke, Sven; Hafer, Marlies; Katzke, Tim; Marx, Alexander; Mueller, Emmanuel; Neider, Daniel; Pauly, Markus; Rutinowski, Jerome
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Comprehensive Reinforcement Learning Explanations Using Queries
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deleteHefny, Mayar; Terra, Ahmad; Valencia, Agustin
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When Bias Backfires: The Modulatory Role of Counterfactual Explanations on the Adoption of Algorithmic Bias in XAI-Supported Human Decision-Making
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deleteKuhl, Ulrike; Bush, Annika
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Can AI Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors
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deleteLammert, Olesja
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Understanding Disagreement Between Humans and Machines in XAI: Robustness, Fidelity, and Region-Based Explanations in Automatic Neonatal Pain Assessment
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deletePirie, Craig; Ferreira, Leonardo Antunes; Coutrin, Gabriel de Almeida Sa; Carlini, Lucas Pereira; Moreno-Garcia, Carlos Francisco; de Moraes Barros, Marina Carvalho; Guinsburg, Ruth; Thomaz, Carlos Eduardo; Nobre, Rafael; Wiratungal, Nirmalie
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On Combining Embeddings, Ontology and LLM to Retrieve Semantically Similar Quranic Verses and Generate Their Explanations
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deleteSaeed, Sumaira; Rajput, Quratulain; Haider, Sajjad
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Spectral Occlusion- Attribution Beyond Spatial Relevance Heatmaps
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deleteSchmeisser, Fabian; Lucieri, Adrian; Dengel, Andreas; Ahmed, Sheraz
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Glocal Explanations of Expected Goal Models in Football
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deleteCavus, Mustafa; Stando, Adrian; Biecek, Przemyslaw
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Non-experts' Trust in XAI is Unreasonably High
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deleteBrdnik, Saaa; Colakovic, Ivona; Karakatie, Sao
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