Davies Bouldin Index based hierarchical initialization K-means

Author:

Xiao Junwei,Lu Jianfeng,Li Xiangyu

Publisher

IOS Press

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Theoretical Computer Science

Reference17 articles.

1. Data clustering: 50 years beyond k-means;Jain;Pattern Recognition Letters,2010

2. Hierarchical initialization approach for k-means clustering;Lu;Pattern Recognition Letters,2008

3. M. Cai-Hong, D. Qin and L. Shi-Bin, A hybrid pso-isodata algorithm for remote sensing image segmentation, in: Proceedings of the 2012 International Conference on Industrial Control and Electronics Engineering (ICICEE), Xi’an, China: IEEE, 2012, pp. 1371–1375.

4. G. Sanguinetti, J. Laidler and N.D. Lawrence, Automatic determination of the number of clusters using spectral algorithms, in: Machine Learning for Signal Processing, 2005 IEEE Workshop on, 2005, pp. 55–60.

5. A cluster separation measure;Davies;IEEE Transactions on Pattern Analysis and Machine Intelligence,1979

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