Using higher-order Markov models to reveal flow-based communities in networks

Vsevolod Salnikov, Michael T. Schaub, Renaud Lambiotte

Complex systems made of interacting elements are commonly abstracted as networks, in which nodes are associated with dynamic state variables, whose evolution is driven by interacti…