Machine learning for targeted display advertising: transfer learning in action von Perlich, C., Dalessandro, B., Raeder, T., Stitelman, O., Provost, F.

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Tree Induction vs. Logistic Regression: A Learning-Curve Analysis von Perlich, Claudia, Provost, Foster, Simonoff, Jeffrey S

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Distribution-based aggregation for relational learning with identifier attributes von Perlich, Claudia, Provost, Foster

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Machine learning for targeted display advertising: transfer learning in action: Machine Learning for Science and Society von PERLICH, C, DALESSANDRO, B, RAEDER, T, STITELMAN, O, PROVOST, F

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Multivariate Time-Series Anomaly Detection with Temporal Self-supervision and Graphs: Application to Vehicle Failure Prediction von Hojjati, Hadi, Sadeghi, Mohammadreza, Armanfard, Narges

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Target-Aware Molecular Graph Generation von Tan, Cheng, Gao, Zhangyang, Li, Stan Z.

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Contrastive Learning-Based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling Using EHRs von Liu, Yuxi, Zhang, Zhenhao, Qin, Shaowen, Salim, Flora D., Yepes, Antonio Jimeno

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PDF-VQA: A New Dataset for Real-World VQA on PDF Documents von Ding, Yihao, Luo, Siwen, Chung, Hyunsuk, Han, Soyeon Caren

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Semi-Supervised Social Bot Detection with Initial Residual Relation Attention Networks von Zhou, Ming, Feng, Wenzheng, Zhu, Yifan, Zhang, Dan, Dong, Yuxiao, Tang, Jie

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DegUIL: Degree-Aware Graph Neural Networks for Long-Tailed User Identity Linkage von Long, Meixiu, Chen, Siyuan, Du, Xin, Wang, Jiahai

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Interactive Visualization of Counterfactual Explanations for Tabular Data von Guyomard, Victor, Fessant, Françoise, Guyet, Thomas, Bouadi, Tassadit, Termier, Alexandre

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Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control Optimization von Zhang, Liang, Xie, Shubin, Deng, Jianming

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LtrGCN: Large-Scale Graph Convolutional Networks-Based Learning to Rank for Web Search von Li, Yuchen, Xiong, Haoyi, Kong, Linghe, Wang, Shuaiqiang, Sun, Zeyi, Chen, Hongyang, Chen, Guihai, Yin, Dawei

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Explaining Full-Disk Deep Learning Model for Solar Flare Prediction Using Attribution Methods von Pandey, Chetraj, Angryk, Rafal A., Aydin, Berkay

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OptMSM: Optimizing Multi-Scenario Modeling for Click-Through Rate Prediction von Tang, Xing, Qiao, Yang, Fu, Yuwen, Lyu, Fuyuan, Liu, Dugang, He, Xiuqiang

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Graph-Enhanced Multi-Activity Knowledge Tracing von Zhao, Siqian, Sahebi, Shaghayegh

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Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses von Nam, Youngeun, Trirat, Patara, Kim, Taeyoon, Lee, Youngseop, Lee, Jae-Gil

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Pre-training Contextual Location Embeddings in Personal Trajectories via Efficient Hierarchical Location Representations von Park, Chung, Kim, Taesan, Hong, Junui, Choi, Minsung, Choo, Jaegul

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Comprehensive Transformer-Based Model Architecture for Real-World Storm Prediction von Lin, Fudong, Yuan, Xu, Zhang, Yihe, Sigdel, Purushottam, Chen, Li, Peng, Lu, Tzeng, Nian-Feng

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Sequence-Graph Fusion Neural Network for User Mobile App Behavior Prediction von Wang, Yizhuo, Jiang, Renhe, Liu, Hangchen, Yin, Du, Song, Xuan

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