TabSOM: A tabular-to-image encoding method based on self-organizing maps
TabSOM is proposed, a tabular-to-image encoding built on the Self-Organizing Map, which provides a spatial layout in which every input feature occupies a fixed canvas position derived from its component plane via collision-free Hungarian assignment and a graph that captures pairwise feature relationships derived from the SOM component planes.
David Chushig-Muzo, María Ángeles Rodríguez de Cara, Eva Milara et al.
· 0 citations