Kangas, Jari; Kohonen, Teuvo - In: Mathematics and Computers in Simulation (MATCOM) 41 (1996) 1, pp. 3-12
In this paper the basic principles and developments of an unsupervised learning algorithm, the self-organizing map (SOM) and a supervised learning algorithm, the learning vector quantization (LVQ) are explained. Some practical applications of the algorithms in data analysis, data visualization...