An Introduction to Self-Organizing Maps
Umut Asan, Seçil Ercan · Atlantis computational intelligence systems · 2012
As a special class of artificial neural networks the Self Organizing Map is used extensively as a clustering and visualization technique in exploratory data analysis. This chapter provides a general introduction to the structure, algorithm and quality of Self Organizing Maps and presents industrial engineering related applications reported in the literature.