| 2024 | Learning to Rank Based on Choquet Integral: Application to Association Rules. | Charles Vernerey, Noureddine Aribi, Samir Loudni, Yahia Lebbah, Nassim Belmecheri |
| 2024 | Robust Influence-Based Training Methods for Noisy Brain MRI. | Minh-Hao Van, Alycia N. Carey, Xintao Wu |
| 2024 | lil'HDoC: An Algorithm for Good Arm Identification Under Small Threshold Gap. | Tzu-Hsien Tsai, Yun-Da Tsai, Shou-De Lin |
| 2024 | Handling Concept Drift in Non-stationary Bandit Through Predicting Future Rewards. | Yun-Da Tsai, Shou-De Lin |
| 2024 | Query-Decision Regression Between Shortest Path and Minimum Steiner Tree. | Guangmo Tong, Peng Zhao, Mina Samizadeh |
| 2024 | Improving Anti-money Laundering via Fourier-Based Contrastive Learning. | Meihan Tong, Shuai Wang, Xinyu Chen, Jinsong Bei |
| 2024 | Multi-agent Reinforcement Learning for Online Placement of Mobile EV Charging Stations. | Lo Pang-Yun Ting, Chi-Chun Lin, Shih-Hsun Lin, Yu-Lin Chu, Kun-Ta Chuang |
| 2024 | Spatial Gene Expression Prediction Using Multi-Neighborhood Network with Reconstructing Attention. | Panrui Tang, Zuping Zhang, Cui Chen, Yubin Sheng |
| 2024 | Interpreting Pretrained Language Models via Concept Bottlenecks. | Zhen Tan, Lu Cheng, Song Wang, Bo Yuan, Jundong Li, Huan Liu |
| 2024 | TripleS: A Subsidy-Supported Storage for Electricity with Self-financing Management System. | Jia-Hao Syu, Rafal Cupek, Chao-Chun Chen, Jerry Chun-Wei Lin |
| 2024 | FMSYS: Fine-Grained Passenger Flow Monitoring in a Large-Scale Metro System Based on AFC Smart Card Data. | Li Sun, Juanjuan Zhao, Fan Zhang, Rui Zhang, Kejiang Ye |
| 2024 | GSPM: An Early Detection Approach to Sudden Abnormal Large Outflow in a Metro System. | Li Sun, Juanjuan Zhao, Fan Zhang, Kejiang Ye |
| 2024 | Adaptive Prediction Interval for Data Stream Regression. | Yibin Sun, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet |
| 2024 | Are Graph Embeddings the Panacea? - An Empirical Survey from the Data Fitness Perspective. | Qiang Sun, Du Q. Huynh, Mark Reynolds, Wei Liu |
| 2024 | Enhanced HMM Map Matching Model Based on Multiple Type Trajectories. | Yuchen Song, Juanjuan Zhao, Xitong Gao, Fan Zhang, Kejiang Ye |
| 2024 | How Large Corpora Sizes Influence the Distribution of Low Frequency Text n-grams. | Joaquim F. Silva, Jos C. Cunha |
| 2024 | Improving Knowledge Tracing via Considering Students' Interaction Patterns. | Shilong Shu, Liting Wang, Junhua Tian |
| 2024 | Instance-Ambiguity Weighting for Multi-label Recognition with Limited Annotations. | Daniel Shrewsbury, Suneung Kim, Young-Eun Kim, Heejo Kong, Seong-Whan Lee |
| 2024 | Towards Nonparametric Topological Layers in Neural Networks. | Gefei Shen, Dongfang Zhao |
| 2024 | SATJiP: Spatial and Augmented Temporal Jigsaw Puzzles for Video Anomaly Detection. | Liheng Shen, Tetsu Matsukawa, Einoshin Suzuki |
| 2024 | Distributional Kernel: An Effective and Efficient Means for Trajectory Retrieval. | Yuanyi Shang, Kai Ming Ting, Zijing Wang, Yufan Wang |
| 2024 | GraphNILM: A Graph Neural Network for Energy Disaggregation. | Rui Shang, Siji Chen, Zhiqian Chen, Chang-Tien Lu |
| 2024 | Multi-time Window Ensemble and Maximization of Expected Return for Stock Movement Prediction. | Kanghyeon Seo, Seungjae Lee, Woo Jin Cho, Yoojeong Song, Jihoon Yang |
| 2024 | QWalkVec: Node Embedding by Quantum Walk. | Rei Sato, Shuichiro Haruta, Kazuhiro Saito, Mori Kurokawa |
| 2024 | Material Microstructure Design Using VAE-Regression with a Multimodal Prior. | Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Pushpak Bhattacharyya |