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physics.data-an2009★ 12 cited
Investigating Bimodal Clustering in Human Mobility
James P. Bagrow, Tal Koren
We apply a simple clustering algorithm to a large dataset of cellular telecommunication records, reducing the complexity of mobile phone users' full trajectories and allowing for s…
physics.data-an2008★ 10 cited
Dynamic Computation of Network Statistics via Updating Schema
Jie Sun, James P. Bagrow, Erik M. Bollt +1
In this paper we derive an updating scheme for calculating some important network statistics such as degree, clustering coefficient, etc., aiming at reduce the amount of computatio…
physics.data-an2007★ 198 cited
Evaluating Local Community Methods in Networks
James P. Bagrow
We present a new benchmarking procedure that is unambiguous and specific to local community-finding methods, allowing one to compare the accuracy of various methods. We apply this…