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 [email protected] or [email protected]