Lascad : Language-agnostic software categorization and similar application detection.

•LASCAD effectively detects similar applications and categorizes software.•Our method is language-independent and uses only the source code.•Produces bounded number of categories.•Compared to previous methods, the proposed work is more useable and more reliable.•Our approach is based on Latent Dirichlet allocation (LDA) and hierarchical clustering.