There is an increasing number of applications employing Self-Organizing Maps (SOM) for
multidimensional categorization tasks. Those applications range from spoken-and written …

Self-organizing map (SOM) learning algorithm has been widely applied in solving various
tasks in pattern recognition, machine learning, and data mining, etc. Recently, it has been …

In this work, we investigated the possibility to perform wavelength selection by exploiting the
metric structure of the spectrophotoscopic measurements. The topologically preserving …

The article discusses the relevance of using neural networks in data mining. First, the
method of neural networks described in data mining. We presented data analysis based on …

Industrial robots are fast, strong and precise, which makes them ideally suited for automation
processes in production lines. A historically significant control architecture is the Sense-Plan …

The increasing number of music libraries offering an ever growing number of tracks on
public and private domains stimulated the demand for innovative approaches to let users …