/UCDMI-NJP2021

The code of the paper "Unsupervised community detection in attributed networks based on mutual information maximization" of New Journal of Physics

Primary LanguagePython

UCDMI-NJP2021

The code related to the paper below： Junyou Zhu, Xianghua Li, Chao Gao, Zhen Wang, Jurgen Kurths, Unsupervised community detection in attributed networks based on mutual information maximization, New Journal of Physics, 2021, 23: 113016

Run

code/execute.py is used to execute a full training run on Cora, citeseer, and pubmed.

Reference

If you make advantage of UCDMI in your research, please cite the following in your manuscript:

@article{zhu2021unsupervised,
  title={Unsupervised community detection in attributed networks based on mutual information maximization},
  author={Zhu, Junyou and Li, Xianghua and Gao, Chao and Wang, Zhen and Kurths, Jurgen},
  journal={New Journal of Physics},
  volume={23},
  number={11},
  pages={113016},
  year={2021},
  publisher={IOP Publishing}
}