24 search results - page 1 / 5 » A Self-Organizing Map with Expanding Force for Data Clusteri... |
ICDM
2002
IEEE
13 years 9 months ago
2002
IEEE
ESANN
2006
13 years 5 months ago
2006
The Self-Organizing map (SOM), a powerful method for data mining and cluster extraction, is very useful for processing data of high dimensionality and complexity. Visualization met...
DBKDA
2009
IEEE
13 years 8 months ago
2009
IEEE
Abstract--With the growing computer networks, accessible data is becoming increasing distributed. Understanding and integrating remote and unfamiliar data sources are important dat...
EPIA
2003
Springer
13 years 9 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...
ESANN
2004
13 years 5 months ago
2004
Abstract. The use of self-organizing maps to analyze data often depends on finding effective methods to visualize the SOM's structure. In this paper we propose a new way to pe...