deepkashiwa20 / ODCRN

[ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19

ECML PKDD 2021 Applied Data Science Paper

Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19

Origin Destination Convolutional Recurrent Network (ODCRN)

• model file is here: ./model/ODCRN/ODCRN.py
• You can run our model by the following commands:
  cd ./model/ODCRN
  python Main.py

If you find anything in this repository useful to your research, please cite our paper :) We sincerely appreciate it.

@inproceedings{jiang2021countrywide,
  title={Countrywide origin-destination matrix prediction and its application for covid-19},
  author={Jiang, Renhe and Wang, Zhaonan and Cai, Zekun and Yang, Chuang and Fan, Zipei and Xia, Tianqi and Matsubara, Go and Mizuseki, Hiroto and Song, Xuan and Shibasaki, Ryosuke},
  booktitle={Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13--17, 2021, Proceedings, Part IV 21},
  pages={319--334},
  year={2021},
  organization={Springer}
}