This package is an MATLAB implementation of paper 'Consensus One-step Multi-view Subspace Clustering' in IEEE TKDE.
If you want to run this algorithm, you can check the run.m file.
File CLOMV_w is the core part of our algorithm. It contains the details of the optimization.
You can find the datasets used in our paper in this repository .
If you find it helpful, please cite this work.
@ARTICLE{9298842,
author={P. {Zhang} and X. {Liu} and J. {Xiong} and S. {Zhou} and W. {Zhao} and E. {Zhu} and Z. {Cai}},
journal={IEEE Transactions on Knowledge and Data Engineering},
title={Consensus One-step Multi-view Subspace Clustering},
year={2020},
volume={},
number={},
pages={1-1},
doi={10.1109/TKDE.2020.3045770}}
If you have any question, please contact zhangpei@nudt.edu.cn or jeaninezpp@gmail.com