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EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT I

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论文数20
被引数
期刊论文 20
发表时间
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Leaking LoRa: An Evaluation of Password Leaks and Knowledge Storage in Large Language ModelsLoRa数据泄露：对大型语言模型中密码泄露和知识存储的评估
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deleteMarinelli, Ryan; Eckhoff, Magnus
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From Colors to Classes: Emergence of Concepts in Vision Transformers从颜色到类别：视觉变换器中概念的出现
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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探索联邦学习中的可解释性：基于脑年龄预测的对比研究
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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概念解释和干预对人与机器协作的影响
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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表格医疗数据的局部和全局可解释人工智能方法系统性基准测试
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deleteKaragoz, Gizem; Ozcelebi, Tanir; Meratnia, Nirvana
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A Nexus of Explainability and Anthropomorphism in AI-ChatbotsAI聊天机器人的可解释性与拟人化交汇点
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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预测基于解释质量的人为评分的反事实解释的满意度
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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基于人类解释生成约束优化的理由
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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可解释人工智能中信任的动态：评估不同交互模式和风险处理下的感知与表现信任
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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时间序列的ECLAD-ts概念提取
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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评估可解释人工智能在磁共振成像中的价值
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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过于自信难以信任。在混合决策中，校准信心在非校准信任情况下的矛盾效应
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deleteCabitza, Federico; Fregosi, Caterina; Vicente, Lucia
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V-CEM: Bridging Performance and Intervenability in Concept-Based ModelsV-CEM：弥合概念基模型中的性能与可干预性
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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弱监督像素级标注与视觉可解释性
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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结合集成梯度与SRFAMap解释基于高阶统计放射组特征训练的神经网络
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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算法可知性：人工智能法案中解释的统一方法
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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比较性解释：面向人机协同偏好选择中的解释引导决策
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deleteChakraborty, Tanmay; Wirth, Christian; Seifert, Christin
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Global Properties from Local Explanations with Concept Explanation Clusters通过概念解释簇从局部解释获取全局属性
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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事后概念解耦：从相关概念到孤立概念表示
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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 XAIFAIR-MED：医疗领域XAI中的偏差检测与公平性评估
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deleteBahamazava, Katsiaryna; O'Reilly, Ruairi
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