1102 search results - page 2 / 221 » Clustering of Self-Organizing Map |
ESANN
2008
13 years 6 months ago
2008
Ant-based clustering is a nature-inspired technique whereas stochastic agents perform the task of clustering high-dimensional data. This paper analyzes the popular technique of Lum...
IPPS
2003
IEEE
13 years 10 months ago
2003
IEEE
Gene clustering, the process of grouping related genes in the same cluster, is at the foundation of different genomic studies that aim at analyzing the function of genes. Microarr...
ICANN
2001
Springer
13 years 9 months ago
2001
Springer
EEG segments recorded during microsleep events were transformed to the frequency domain and were subsequently clustered without the common summation of power densities in spectral ...
EPIA
2003
Springer
13 years 10 months ago
2003
Springer
In this paper, a new approach to Mediterranean Water Eddy border detection is proposed. Kohonen self-organizing maps (SOM) are used as data mining tools to cluster image pixels thr...
ANTSW
2008
Springer
13 years 6 months ago
2008
Springer
Abstract. This paper analyzes the popular ant-based clustering approach of Lumer/Faieta. Analysis of formulae unveils that ant-based clustering is strongly related to Kohonen’s S...