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EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT I

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Leaking LoRa: An Evaluation of Password Leaks and Knowledge Storage in Large Language Models
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deleteMarinelli, Ryan; Eckhoff, Magnus
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From Colors to Classes: Emergence of Concepts in Vision Transformers
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deleteDorszewski, Teresa; Tetkova, Lenka; Jenssen, Robert; Hansen, Lars Kai; Wickstrom, Kristoffer Knutsen
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Exploring Explainability in Federated Learning: A Comparative Study on Brain Age Prediction
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deleteFasano, Giuseppe; Lombardi, Angela; Ferrara, Antonio; Di Sciascio, Eugenio; Di Noia, Tommaso
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The Impact of Concept Explanations and Interventions on Human-Machine Collaboration
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deleteFurby, Jack; Cunnington, Dan; Braines, Dave; Preece, Alun
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Systematic Benchmarking of Local and Global Explainable AI Methods for Tabular Healthcare Data
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deleteKaragoz, Gizem; Ozcelebi, Tanir; Meratnia, Nirvana
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A Nexus of Explainability and Anthropomorphism in AI-Chatbots
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deleteSauka, Kudzai; Saou, Youssef; Situmeang, Frederik B. I.; Kackovic, Monika
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Predicting Satisfaction of Counterfactual Explanations from Human Ratings of Explanatory Qualities
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deleteDomnich, Marharyta; Veski, Rasmus Moorits; Valja, Julius; Tulver, Kadi; Vicente, Raul
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Generating Rationales Based on Human Explanations for Constrained Optimization
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deleteIbs, Inga; Rothkopf, Constantin A.
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The Dynamics of Trust in XAI: Assessing Perceived and Demonstrated Trust Across Interaction Modes and Risk Treatments
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deleteOnari, Mohsen Abbaspour; Baer, Gregor; Zhang, Chao; Grau, Isel; Nobile, Marco S.; Zhang, Yingqian
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Concept Extraction for Time Series with ECLAD-ts
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deleteHolzapfel, Antonia; Moreno, Andres Felipe Posada; Trimpe, Sebastian
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Assessing the Value of Explainable Artificial Intelligence for Magnetic Resonance Imaging
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deleteFrasson, Giada; Rizzo, Matteo; Nobile, Marco Salvatore; Lupi, Amalia; Quaia, Emilio
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Too Sure for Trust. The Paradoxical Effect of Calibrated Confidence in Case of Uncalibrated Trust in Hybrid Decision Making
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deleteCabitza, Federico; Fregosi, Caterina; Vicente, Lucia
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V-CEM: Bridging Performance and Intervenability in Concept-Based Models
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deleteDe Santis, Francesco; Ciravegna, Gabriele; Bich, Philippe; Giordano, Danilo; Cerquitelli, Tania
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Weakly Supervised Pixel-Level Annotation with Visual Interpretability
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deleteNasir, Basma; Zia, Tehseen; Nawaz, Muhammad; Moreira, Catarina
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A Combination of Integrated Gradients and SRFAMap for Explaining Neural Networks Trained with High-Order Statistical Radiomic Features
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deleteDavydko, Oleksandr; Pavlov, Vladimir; Longo, Luca
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Algorithmic Knowability: A Unified Approach to Explanations in the AI Act
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deleteSapienza, Salvatore; Palmirani, Monica
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Comparative Explanations: Explanation Guided Decision Making for Human-in-the-Loop Preference Selection
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deleteChakraborty, Tanmay; Wirth, Christian; Seifert, Christin
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Global Properties from Local Explanations with Concept Explanation Clusters
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deleteHaedecke, Elena; Akila, Maram; von Rueden, Laura
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Post-hoc Concept Disentanglement: From Correlated to Isolated Concept Representations
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deleteErogullari, Eren; Lapuschkin, Sebastian; Samek, Wojciech; Pahde, Frederik
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FAIR-MED: Bias Detection and Fairness Evaluation in Healthcare Focused XAI
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deleteBahamazava, Katsiaryna; O'Reilly, Ruairi
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