/DOGC

Official implementation of "Discrete Optimal Graph Clustering", TCYB 2020.

Primary LanguageMATLABMIT LicenseMIT

DOGC

Official implementation of "Discrete Optimal Graph Clustering", TCYB 2020.

The details can be found in https://arxiv.org/abs/1904.11266   Prerequisities

1. MATLAB

2. Datasets

   Download dataset and put it into the data folder.

   run main.m.

Resources

You can download dataset in http://archive.ics.uci.edu/ml/index.php

Citation

If you find our approach useful in your research, please consider citing:

@article{DBLP:journals/tcyb/HanZCLL20,
  author       = {Yudong Han and
                  Lei Zhu and
                  Zhiyong Cheng and
                  Jingjing Li and
                  Xiaobai Liu},      
  title        = {Discrete Optimal Graph Clustering},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {50},
  number       = {4},
  pages        = {1697--1710},
  year         = {2020}
}