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MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX

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论文数28
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期刊论文 28
发表时间
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Attribute-Aware Sequential Recommendation Model for Used Car Auctions属性感知的二手车拍卖序列推荐模型
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteElsayed, Shereen; Ngoc Son Le; Rashed, Ahmed; Hestermeyer, Lukas; Wlodarczyk, Radoslaw; Stubbemann, Maximilian; Schmidt-Thieme, Lars
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CNN-Transformer with Absolute Positional Encoding Optimized for Low-Dimensional Inputs: Applied to Estimate Sliding Drop WidthCNN-Transformer绝对位置编码优化用于低维输入：应用于滑动液滴宽度估计
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteShumaly, Sajjad; Darvish, Fahimeh; Salehi, Mahsa; Foumani, Navid Mohammadi; Kukharenko, Oleksandra; Butt, Hans-Juergen; Schwanecke, Ulrich; Berger, Ruediger
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HAGAPS: Hierarchical Attentive Graph Neural Networks for Predicting Alternative Polyadenylation Site QuantificationHAGAPS：用于预测选择性多聚腺苷酸化位点定量的分层注意力图神经网络
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteGiovanoudi, Eleni; Rafailidis, Dimitrios
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Personalized Contest Recommendation in Fantasy Sports幻想体育中个性化竞赛推荐
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteSrilakshmi, Madiraju; Kothari, Kartavya; Marathe, Kamlesh
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Proactive Detection of Model Degradation in Financial Fraud Prediction with Delayed Labels金融欺诈预测中针对延迟标签的模型退化主动检测
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteSethi, Akshay; Gupta, Priyanshi; Kansotia, Sparsh; Kant, Kamal; Srivasatava, Nitish
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SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in OncologySigBERT：结合叙事医学报告和粗糙路径签名理论进行肿瘤学中的生存预测
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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PREAI
deleteMinchella, Paul; Verlingue, Loic; Chretien, Stephane; Vaucher, Ftemi; Metzler, Guillaume
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TEMPOBIGEN: A Curated Generative Model for Healthcare Mobility Logs with Visit DurationTEMPOBIGEN：一种用于医疗移动日志及访问持续时间的精选生成模型
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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PREAI
deleteHieu Vu; Segre, Alberto M.; Adhikari, Bijaya
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Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection在真实世界数据流中评估迁移学习方法：金融欺诈检测案例研究
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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PREAI
deletePereira, Ricardo Ribeiro; Bono, Jacopo; Ferreira, Hugo; Ribeiro, Pedro; Soares, Carlos; Bizarro, Pedro
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Continuous Learning of Ordinal User Preferences on Wearable Devices连续学习可穿戴设备上的序数用户偏好
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteWeinberger, Simon; Cugliari, Jairo; Le Cain, Aurelie
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Enhancing Detection of Leishmania spp. Amastigotes in Canine Lymph Node Smear Images: Evaluating the Effectiveness of Synthetic Data in Augmenting Existing Datasets增强犬淋巴结节涂片图像中利什曼原虫属阿米巴的检测：评估合成数据在扩充现有数据集中的有效性
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteTsikosi, Dimitrios; Chatzipanagiotidou, Irene; Dimitriadis, Dimitris; Tsokana, Constantina N.; Valiakos, George; Athanasiou, Labrini V.; Tsoumakas, Grigorios
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On the Performance of LLMs for Real Estate Appraisal关于LLMs在房地产评估中性能的研究
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteGeerts, Margot; Reusens, Manon; Baesens, Bart; vanden Broucke, Seppe; De Weerdt, Jochen
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Near-Infrared Spectroscopy and Image Classification of Refuse Derived Fuels to Increase Cement Production Quality近红外光谱技术和垃圾衍生燃料图像分类以提高水泥生产质量
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteFischer, Jonas; Fehler, Luca; Treiber, Kevin; Scherer, Viktor
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ActiveVisium: Leveraging Active Learning to Enhance Manual Pathologist Annotation in 10x Visium Spatial Transcriptomics ExperimentsActiveVisium：利用主动学习增强10x Visium空间转录组学实验中病理学家的手动注释
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteVasiljevic, Jelica; Veiga, Ines Berenguer; Hahn, Kerstin; Schwalie, Petra; Valdeolivas, Alberto
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Offline Reinforcement Learning for Community-Acquired Pneumonia Management: A Feasibility Study社区获得性肺炎管理的离线强化学习：一项可行性研究
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteBeeson, Alex; Couper, Keith; Montana, Giovanni
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TempEHR: A Temporal Dependency-Based Approach for Synthesizing Electronic Health RecordsTempEHR：一种基于时序依赖关系合成电子健康记录的方法
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteBudu, Emmanuella; Soliman, Amira; Etminani, Farzaneh; Rognvaldsson, Thorsteinn
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Mitigating Data Scarcity in Polymer Property Prediction via Multi-task Auxiliary Learning通过多任务辅助学习缓解聚合物性质预测中的数据稀缺问题
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deletePinheiro, Gabriel A.; Quiles, Marcos G.; Da Silva, Juarez L. F.; Fern, Xiaoli Z.
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Transaction Categorization with Relational Deep Learning in QuickBooks利用关系深度学习进行QuickBooks交易分类
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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PREAI
deleteDong, Kaiwen; Jonnalagedda, Padmaja; Gao, Xiang; Acharya, Ayan; Kissa, Maria; Flores, Mauricio; Chawla, Nitesh V.; Das, Kamalika
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Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring利用混合特征进行不平衡数据过采样：在银行客户评分中的应用
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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PREAI
deleteSakho, Abdoulaye; Malherbe, Emmanuel; Gauthier, Carl-Erik; Scornet, Erwan
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WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound CareWoundAmbit：连接前沿语义分割与真实世界伤口护理
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteBorst, Vanessa; Dittus, Timo; Dege, Tassilo; Schmieder, Astrid; Kounev, Samuel
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Better Capturing Interactions Between Products in Retail: Revisited Negative Sampling for Basket Choice Modeling更好地捕捉零售产品间的交互：负采样在购物篮选择建模中的再探讨
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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deleteDesir, Jules; Auriau, Vincent; Mozina, Martin; Malherbe, Emmanuel
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