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cs.SI2012
A Dynamical System for PageRank with Time-Dependent Teleportation
David F. Gleich, Ryan A. Rossi
We propose a dynamical system that captures changes to the network centrality of nodes as external interest in those nodes vary. We derive this system by adding time-dependent tele…
cs.SI2012★ 9 cited
What if CLIQUE were fast? Maximum Cliques in Information Networks and Strong Components in Temporal Networks
Ryan A. Rossi, David F. Gleich, Assefaw H. Gebremedhin +1
Exact maximum clique finders have progressed to the point where we can investigate cliques in million-node social and information networks, as well as find strongly connected compo…
cs.SI2012
Dynamic PageRank using Evolving Teleportation
Ryan A. Rossi, David F. Gleich
The importance of nodes in a network constantly fluctuates based on changes in the network structure as well as changes in external interest. We propose an evolving teleportation a…