Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis

Motivation: Many practical pattern recognition problems require non-negativity constraints. For example, pixels in digital images and chemical concentrations in bioinformatics are non-negative. Spa...