Source code of the paper: ST-SiameseNet: Spatio-Temporal Siamese Networks for Human Mobility Signature Identification
- Python==3.6
tensorflow==2.0.0keras==2.0.0
git clone https://github.com/huiminren/ST-SiameseNet.git
cd ST-SiameseNetFor pip users, please type the command pip install -r requirements.txt.
We provide 500 drivers as sample data.
python main.py
If you find this repo useful and would like to cite it, citing our paper as the following will be really appropriate:
@inproceedings{ren2020st,
title={ST-SiameseNet: Spatio-Temporal Siamese Networks for Human Mobility Signature Identification},
author={Ren, Huimin and Pan, Menghai and Li, Yanhua and Zhou, Xun and Luo, Jun},
booktitle={Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},
pages={1306--1315},
year={2020}
}