mcwindy / MvSCN

Multi-view Spectral Clustering Network

Simple implementation of our paper MvSCN. The details can be found in the IJCAI2019 paper here.

parpare

• Python 3.6
• pip install -r ./requirements.txt
• maybe you need to make some change to keras, change "Python36\lib\site-packages\keras\engine\topology.py(line 3339)" from "original_keras_version = f.attrs['keras_version'].decode('utf8')" to "original_keras_version = f.attrs['keras_version']", change "Python36\lib\site-packages\keras\engine\topology.py(line 3343)" from "original_backend = f.attrs['backend'].decode('utf8')" to "original_backend = f.attrs['backend']"

run

python ./run.py

Citation

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

@inproceedings{huang2019mvscn,
	Author = {Huang, Zhenyu and Zhou, Joey Tianyi and Peng, Xi and Zhang, Changqing and Zhu, Hongyuan and Lv, Jiancheng},
	Booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
               Artificial Intelligence, {IJCAI-19}},
	publisher = {International Joint Conferences on Artificial Intelligence Organization},
	Month = {10--16 Aug},
	Pages = {2563--2569},
	Title = {Multi-view Spectral Clustering Network},
	Year = {2019},
}