Abstract: This paper presents an approach using rough set and Boolean reasoning discretization-reduction to improve the rough self-organizing maps, and using it to analyzz gene expression data. This approach can improve the conver-gence time and obtain the best map

Key words: Rough set, SOM, Gene expression data