Carlotta Domenicon

RegRole: Regularized Role Detection and Prediction in Temporal Dynamic Networks

The proposed regularized role detection method, for appropriate regularization weight parameter reduces prediction errors compared to other techniques, and trace analysis of the transition matrices indicates that the method yields a more stable system, that is, individuals are more likely to stay in their roles with fe...