Unsupervised-k-means
Matlab implementation of the Unsupervised K-Means Clustering Algorithm.
Published in IEEE Access'20
See related paper, doi: 10.1109/ACCESS.2021.3077622, https://ieeexplore.ieee.org/abstract/document/9423951
Demo:
Please run the 'Ukmeans.m', and reproduce the results on 'Iris' datasets (optimal # of clusters = 3 and AR = 0.9000).
In case the repository or the publication was helpful in your work, please use the following to cite the original paper,
@article{sinaga2020unsupervised,
title={Unsupervised K-means clustering algorithm},
author={Sinaga, Kristina P and Yang, Miin-Shen},
journal={IEEE access},
volume={8},
pages={80716--80727},
year={2020},
publisher={IEEE}
}
Author of Code
Kristina P. Sinaga