This is an example implementation of our paper our paper:

Jie Wen, Zheng Zhang, Yong Xu, Bob Zhang, Lunke Fei, Hong Liu, Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering, AAAI Conference on Artificial Intelligence, 2019, 5393-5400.

This code has been evaluated on Matlab.

Note: tune parapeters lambda1, lambda2, lambda3, neighbor, and r to achieve the best results. (Generally, you can set neighbor = 7, and r = 3 in most cases.)

Influneced by the initilzation of k-means or the matlab versions, the clustering results may have little deviations to the reuslts reported in the paper.

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

@inproceedings{wen2021Unified,
title={Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering},
author={Wen, Jie and Zhang, Zheng and Xu, Yong, and Zhang, Bob and Fei, Lunke and Liu, Hong},
booktitle={The Thirty-Third AAAI Conference on Artificial Intelligence},
year={2019}
}