This repository provides the Matlab source code for the Ensemble Clustering by Propagating Cluster-wise Similarities (ECPCS) approach, which is further developed into two ensemble clustering algorithms, i.e., ECPCS with hierarchical consensus function (ECPCS-HC) and ECPCS with with meta-cluster based consensus function (ECPCS-MC).
If you find this repository helpful for your research, please cite the paper below.
Dong Huang, Chang-Dong Wang, Hongxing Peng, Jianhuang Lai, and Chee-Keong Kwoh.
Enhanced Ensemble Clustering via Fast Propagation of Cluster-wise Similarities.
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021, 51(1), pp.508-520.
DOI: https://doi.org/10.1109/TSMC.2018.2876202
Don't hesitate to contact me if you have any questions regarding this work.
Email: huangdonghere at gmail dot com
Website: https://www.researchgate.net/publication/328581758