Data compression for fast dimension reduction and clustering of high-dimensional discrete data

Silvia D'Angelo, Michael Fop

High-dimensional discrete data are common in genomics, microbiomics, survey research, and digital behavioral analysis. Clustering such data is challenging because many existing met…