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MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII

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论文数24
被引数
期刊论文 24
发表时间
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Inconsistent Reasoning Attacks to Identify Weaknesses in Automatic Scientific Claim Verification Tools不一致推理攻击以识别自动科学论断验证工具的弱点
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteIslam, Md Athikul; Ellison, Noel; Lakha, Bishal; Serra, Edoardo
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FinCPRG: A Bidirectional Generation Pipeline for Hierarchical Queries and Rich Relevance in Financial Chinese Passage RetrievalFinCPRG：一种用于金融中文段落检索的层次化查询与丰富相关性双向生成流水线
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteXu, Xuan; Chu, Beilin; Lin, Qinhong; Zhong, Yixiao; Wen, Fufang; Liu, Jiaqi; Fei, Binjie; Li, Yu; Yang, Zhongliang; Zhou, Linna
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Identifiable Autoregressive Variational Autoencoders for Nonlinear and Nonstationary Spatio-Temporal Blind Source Separation可识别自回归变分自编码器用于非线性非平稳时空盲源分离
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteSipila, Mika; Nordhausen, Klaus; Taskineni, Sara
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Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing利用学生档案和Mamba框架来增强知识追踪
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteShao, Mingxing; Zhang, Tiancheng; Yu, Minghe; Liu, Zhenghao; Yin, Yifang; Liu, Hengyu; Yu, Ge
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MotiPlus and MotiSet: Discovering the Best Set of Motiflets in Time SeriesMotiPlus和MotiSet：在时间序列中发现最佳motiflets集合
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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PREAI
deleteFeremans, Len; Schafer, Patrick; Meert, Wannes
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Going Offline: An Evaluation of the Offline PhaseinStream Clustering离线：流聚类中离线阶段的评估
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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PREAI
deleteJahn, Philipp; Durani, Walid; Leiber, Collin; Beer, Anna; Seidl, Thomas
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Merging Embedded Topics with Optimal Transport for Online Topic Modeling on Data Streams将嵌入主题与最优传输相结合，用于数据流上的在线主题建模
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteGranese, Federica; Navet, Benjamin; Villata, Serena; Bouveyron, Charles
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ECD: Efficient Contrastive Decoding with Probabilistic Hallucination DetectionECD：带概率幻觉检测的高效对比解码
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteFieback, Laura; Balar, Nishilkumar; Spiegelberg, Jakob; Gottschalk, Hanno
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A Scalable Model for Frequency Distribution of Low Occurrence Multi-words Towards Handling Very Large Spectrum of Text Corpora Sizes适用于处理超大文本语料库规模的低频多词组合频率分布的可扩展模型
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteSilva, Joaquim F.; Cunha, Jose C.
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Understanding the Trade-Offs in Accuracy and Uncertainty Quantification: Architecture and Inference Choices in Bayesian Neural Networks理解准确性与不确定性量化之间的权衡：贝叶斯神经网络中的架构与推理选择
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteSheinkman, Alisa; Wade, Sara
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On Training Survival Models with Scoring Rules基于评分规则的生存模型训练
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteKopper, Philipp; Ruegamer, David; Sonabend, Raphael; Bischl, Bernd; Bender, Andreas
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Variance-Aware Noisy Training: Hardening DNNs Against Unstable Analog Computations方差感知噪声训练：增强DNN对不稳定模拟计算的鲁棒性
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteWang, Xiao; Borrase, Hendrik; Klein, Bernhard; Froening, Holger
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Present and Future Generalization of Synthetic Image Detectors合成图像检测器的当前与未来泛化能力
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteBernabeu-Perez, Pablo; Lopez-Cuena, Enrique; Garcia-Gasulla, Dario
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Lattice Climber Attack: Adversarial Attacks for Randomized Mixtures of Classifiers晶格攀登攻击：针对随机混合分类器的对抗攻击
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteHeredia, Lucas Gnecco; Negrevergne, Benjamin; Chevaleyre, Yann
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AdvKT: An Adversarial Multi-step Training Framework for Knowledge TracingAdvKT：一种用于知识追踪的对抗性多步训练框架
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteFu, Lingyue; Long, Ting; Lin, Jianghao; Xia, Wei; Dai, Xinyi; Tang, Ruiming; Wang, Yasheng; Zhang, Weinan; Yu, Yong
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Towards Interpretable Adversarial Examples via Sparse Adversarial Attack通过稀疏对抗攻击实现可解释的对抗样本
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteLin, Fudong; Lou, Jiadong; Wang, Hao; Jalaian, Brian; Yuan, Xu
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Scaling Multi-label Conformal Prediction with Label Interactions for a Large Number of Labels多标签一致性预测的规模化：考虑标签交互的大规模标签处理
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteNajjar, Ghassan; Berthou, Celine; Vorobieva, Helena
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Self-balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-kernel Estimation自平衡、内存高效、动态度量空间数据维护，用于快速多核估计
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteEllendula, Aditya S.; Bajaj, Chandrajit
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Right on Time: Revising Time Series Models by Constraining Their Explanations准时：通过约束其解释来修订时间序列模型
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteKraus, Maurice; Steinmann, David; Wuest, Antonia; Kokozinski, Andre; Kersting, Kristian
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PromptDSI: Prompt-Based Rehearsal-Free Continual Learning for Document Retrieval基于提示的文档检索持续学习，无需复训
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
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deleteHuynh, Tuan-Luc; Vu, Thuy-Trang; Wang, Weiqing; Wei, Yinwei; Le, Trung; Gasevic, Dragan; Li, Yuan -Fang; Do, Thanh-Toan
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