RegRole: Regularized Role Detection and Prediction in Temporal Dynamic Networks

Emily J Evans, Weihong Guo, Carlotta Domenicon

This paper introduces a dynamic role discovery technique in temporal dynamic networks, utilizing temporally regularized Non-negative Matrix Factorization (NMF). Our technique diffe…