An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series

Xu Wang, Hongbo Zhang, Pengkun Wang, Yudong Zhang, Binwu Wang, Zhengyang Zhou, Yang Wang. An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series. In Ambuj Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar 0001, Fatma Ozcan, Jieping Ye, editors, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. pages 2409-2418, ACM, 2023. [doi]

@inproceedings{WangZWZWZW23,
  title = {An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series},
  author = {Xu Wang and Hongbo Zhang and Pengkun Wang and Yudong Zhang and Binwu Wang and Zhengyang Zhou and Yang Wang},
  year = {2023},
  doi = {10.1145/3580305.3599257},
  url = {https://doi.org/10.1145/3580305.3599257},
  researchr = {https://researchr.org/publication/WangZWZWZW23},
  cites = {0},
  citedby = {0},
  pages = {2409-2418},
  booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023},
  editor = {Ambuj Singh and Yizhou Sun and Leman Akoglu and Dimitrios Gunopulos and Xifeng Yan and Ravi Kumar 0001 and Fatma Ozcan and Jieping Ye},
  publisher = {ACM},
}