自动化学报（英文版）2025，Vol.12Issue(3)：606-617,12.DOI:10.1109/JAS.2024.124611
A Diffusion Model for Traffic Data Imputation
A Diffusion Model for Traffic Data Imputation
Bo Lu 1Qinghai Miao 2Yahui Liu 3Tariku Sinshaw Tamir 4Hongxia Zhao 5Xiqiao Zhang 6Yisheng Lv 5Fei-Yue Wang5
作者信息
- 1. School of Artificial Intelligence,University of Chinese Academy of Sciences,Beijing 100049,China||Baidu Inc.,Beijing 100190,China
- 2. School of Artificial Intelligence,University of Chinese Academy of Sciences,Beijing 100049,China
- 3. State Key Laboratory for Multimodal Artificial Intelligence Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China||Meituan,Beijing 100050,China
- 4. State Key Laboratory for Multimodal Artificial Intelligence Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China||Guangdong University of Technology,Guangzhou 510520,China
- 5. State Key Laboratory for Multimodal Artificial Intelligence Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China
- 6. Department of Transportation Engineering,School of Transportation Science and Technology,Harbin Institute of Technology,Harbin 150090,China
- 折叠
摘要
关键词
Data imputation/diffusion model/implicit feature/time series/traffic dataKey words
Data imputation/diffusion model/implicit feature/time series/traffic data引用本文复制引用
Bo Lu,Qinghai Miao,Yahui Liu,Tariku Sinshaw Tamir,Hongxia Zhao,Xiqiao Zhang,Yisheng Lv,Fei-Yue Wang..A Diffusion Model for Traffic Data Imputation[J].自动化学报（英文版）,2025,12(3):606-617,12.基金项目
This work was partially supported by the National Natural Science Foundation of China(62271485),and the SDHS Science and Technology Project(HS2023B044). （62271485）
