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2025 Journal Article Efficient algorithms for approximate k-radius coverage query on large-scale road networksLi, Xiaocui, He, Dan and Zhang, Xinyu (2025). Efficient algorithms for approximate k-radius coverage query on large-scale road networks. Ieee Transactions On Intelligent Transportation Systems, 26 (2), 1631-1644. doi: 10.1109/TITS.2024.3510532 |
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2025 Journal Article Dynamic Route Optimization With Multi-Category Constraints for POIs VisitLi, Jiajia, Liu, Chunhui, He, Dan, Li, Lei, Zhou, Xiaofang and Zhu, Rui (2025). Dynamic Route Optimization With Multi-Category Constraints for POIs Visit. IEEE Transactions on Intelligent Transportation Systems, 26 (3), 1-14. doi: 10.1109/tits.2024.3520580 |
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2023 Journal Article MSGNN: A Multi-structured Graph Neural Network model for real-time incident prediction in large traffic networksTran, Thanh, He, Dan, Kim, Jiwon and Hickman, Mark (2023). MSGNN: A Multi-structured Graph Neural Network model for real-time incident prediction in large traffic networks. Transportation Research Part C: Emerging Technologies, 156 104354. doi: 10.1016/j.trc.2023.104354 |
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2023 Journal Article Autonomous anomaly detection on traffic flow time series with reinforcement learningHe, Dan, Kim, Jiwon, Shi, Hua and Ruan, Boyu (2023). Autonomous anomaly detection on traffic flow time series with reinforcement learning. Transportation Research Part C: Emerging Technologies, 150 104089, 1-21. doi: 10.1016/j.trc.2023.104089 |
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2022 Journal Article An efficient algorithm for maximum trajectory coverage query with approximation guaranteeHe, Dan, Zhou, Thomas, Zhou, Xiaofang and Kim, Jiwon (2022). An efficient algorithm for maximum trajectory coverage query with approximation guarantee. IEEE Transactions on Intelligent Transportation Systems, PP (99), 1-13. doi: 10.1109/tits.2022.3207499 |
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2022 Journal Article Efficient kNN query for moving objects on time-dependent road networksLi, Jiajia, Ni, Cancan, He, Dan, Li, Lei, Xia, Xiufeng and Zhou, Xiaofang (2022). Efficient kNN query for moving objects on time-dependent road networks. The VLDB Journal, 32 (3), 1-20. doi: 10.1007/s00778-022-00758-w |
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2021 Journal Article GLAD: a grid and labeling framework with scheduling for conflict-aware kNN queriesHe, Dan, Wang, Sibo, Zhou, Xiaofang and Cheng, Reynold (2021). GLAD: a grid and labeling framework with scheduling for conflict-aware kNN queries. IEEE Transactions on Knowledge and Data Engineering, 33 (4) 8845640, 1-1. doi: 10.1109/tkde.2019.2942585 |
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2019 Journal Article Efficient and robust data augmentation for trajectory analytics: a similarity-based approachHe, Dan, Wang, Sibo, Ruan, Boyu, Zheng, Bolong and Zhou, Xiaofang (2019). Efficient and robust data augmentation for trajectory analytics: a similarity-based approach. World Wide Web, 23 (1), 361-387. doi: 10.1007/s11280-019-00695-9 |
