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EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT IV

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Papers18
Citations
Journal Papers 18
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Superpixel Correlation for Explainable Image Classification
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deleteHasic, Vahidin; Halilovic, Amar; Krivic, Senka
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On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs
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deleteSchwalbe, Gesina; Mikriukov, Georgii; Heinert, Edgar; Gerolymatos, Stavros; Keser, Mert; Knoll, Alois; Rottmann, Matthias; Muetze, Annika
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Legal Requirements, Trust Issues and Engineering ChallengesA Multi-disciplinary Case for User-Specific Explainability
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deleteFairhurst, Merle; Kaesling, Katharina; Klos, Verena
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Class-Dependent Perturbation Effects in Evaluating Time Series Attributions
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deleteBaer, Gregor; Grau, Isel; Zhang, Chao; Van Gorp, Pieter
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Detecting Fraud in Financial Networks: A Semi-supervised GNN Approach with Granger-Causal Explanations
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deleteLinh Nguyen; Boersma, Marcel; Acar, Erman
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Leveraging XAI Techniques for Context-Aware Energy Consumption Forecasting
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deleteTeixena, Brigida; Pinto, Tiago; Vale, Zita
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Exploring Ensemble Strategies for Graph Counterfactual Explanations
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deletePrado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni
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Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-Based Image Classification
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deleteChaidos, Nikolaos; Dimitriou, Angeliki; Spanos, Nikolaos; Voulodimos, Athanasios; Stamou, Giorgos
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Comparing XAI Explanations and Synthetic Data Augmentation Strategies in Neuroimaging AI
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deleteDanese, Danilo; Fasano, Giuseppe; Lombardi, Angela; Di Sciascio, Eugenio; Di Noia, Tommaso
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Cyber Risk Management with Time Varying Artificial Intelligence Models
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deleteGiudici, Paolo; Pirra, Marco; Zieni, Rasha
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Diffusion Counterfactuals for Image Regressors
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deleteHa, Trung Duc; Bender, Sidney
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FLEXtime: Filterbank Learning to Explain Time Series
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deleteBrusch, Thea; Wickstrom, Kristoffer Knutsen; Schmidt, Mikkel N.; Jenssen, Robert; Alstrom, Tommy Sonne
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Explainable Fairness in Mortgage Lending
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deleteBabaei, Golnoosh; Giudici, Paolo; Wu, Lunshuai
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Mitigating Text Toxicity with Counterfactual Generation
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deleteBhan, Milan; Vittaut, Jean -Noel; Achache, Nina; Legrand, Victor; Blangero, Annabelle; Chesneau, Nicolas; Murris, Juliette; Lesot, Marie -Jeanne
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XAI In Fraud Detection: A Causal Perspective
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deletevan Veen, Katiuscka; Ahmed, Faizan; van Keulen, Maurice
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HalCECE: A Framework for Explainable Hallucination Detection Through Conceptual Counterfactuals in Image Captioning
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deleteLymperaiou, Maria; FIlandrianos, Giorgos; Dimitriou, Angeliki; Voulodimos, Athanasios; Stamou, Giorgos
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From Text to Space: Mapping Abstract Spatial Models in LLMs During a Grid-World Navigation Task
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deleteMartorell, Nicolas
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Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification
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deleteNguyen, Van Bach; Seifert, Christin; Schlotterer, Jorg
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