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cs.SI2017★ 1.1k cited
struc2vec: Learning Node Representations from Structural Identity
Leonardo F. R. Ribeiro, Pedro H. P. Savarese, Daniel R. Figueiredo
Structural identity is a concept of symmetry in which network nodes are identified according to the network structure and their relationship to other nodes. Structural identity has…
cs.SI2011
Characterizing Continuous Time Random Walks on Time Varying Graphs
Daniel Figueiredo, Philippe Nain, Bruno Ribeiro +2
In this paper we study the behavior of a continuous time random walk (CTRW) on a stationary and ergodic time varying dynamic graph. We establish conditions under which the CTRW is…