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EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT V

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论文数18
被引数1
期刊论文 18
发表时间
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Explanations for Medical Diagnosis Predictions Based on Argumentation Schemes基于论证方案的医学诊断预测解释
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delete2026-01-01
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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用高能力反事实解释低感知模型能力
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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人机协同方法学习社会规范和行为策略
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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评估论辩图作为密集神经网络的全球可解释代理模型及其与决策树的比较
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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 DetectionSHAP-RC：一种解释性别歧视检测中标注者分歧的框架
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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快速校准解释：机器学习模型的高效且考虑不确定性的解释
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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关于德国2025年联邦选举前中性信息性AI工具的警示故事
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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基于查询的综合强化学习解释
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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人工智能能调节你的情绪吗？——一项关于AI解释和情绪调节对人类决策因素影响的实证调查
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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理解XAI中人与机器之间的分歧：在自动新生儿疼痛评估中，鲁棒性、保真度及基于区域的解释
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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结合嵌入、本体和大型语言模型检索语义相似的《古兰经》经文并生成其解释
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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足球中预期进球模型的局部解释
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deleteCavus, Mustafa; Stando, Adrian; Biecek, Przemyslaw
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Non-experts' Trust in XAI is Unreasonably High非专家对可解释人工智能的信任不合理地高
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deleteBrdnik, Saaa; Colakovic, Ivona; Karakatie, Sao
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