Clustering by Low-Rank Doubly Stochastic Matrix Decomposition (DCD)
Click here to download the Matlab codes
Please give reference to our contributions below if you use our DCD codes in your publishable work.
- Zhirong Yang, Jukka Corander and Erkki Oja. Low-Rank Doubly Stochastic
Matrix Decomposition for Cluster Analysis. Journal of Machine Learning
Research, 2016. 17(187): 1-25, 2016. [pdf]
- Zhirong Yang and Erkki Oja. Clustering by Low-Rank Doubly Stochastic Matrix Decomposition. International Conference on Machine Learning (ICML2012), Edinburgh, UK.
[pdf]
[supplemental document]
[clustering experiment scripts and datasets]