Data analysis using neural networks and Kohonen maps in a comparative perspective
Ksenia Degtyareva, А. С. Бородулин, Tatiana Arkadevna Soloveva, Vladimir Nelyub, В В Кукарцев · 2023
This paper discusses two powerful methods of data analysis, neural networks and self-organising Kohonen maps. The main emphasis is on the importance of correct data preparation before analysis. Their impact on the accuracy and quality of research results is analysed. The paper provides deep insight into the effective application of these techniques in various data analysis scenarios.