Multidiversified Ensemble Clustering of High-Dimensional Data

This repository provides the Matlab source code for three ensemble clustering algorithms, namely, MDEC-HC, MDEC-SC, and MDEC-BG, which can be tested by running 'demo_1.m'.

If you find the code helpful for your research, please cite the paper below.

Dong Huang, Chang-Dong Wang, Jian-Huang Lai, and Chee-Keong Kwoh.
Toward Multidiversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond.
IEEE Transactions on Cybernetics, 2022, 52(11), pp.12231-12244.
DOI: https://doi.org/10.1109/TCYB.2021.3049633

Further Questions?

Don't hesitate to contact me if you have any questions regarding this work.
Email: huangdonghere at gmail dot com