11 citations · 12 across the 8 of their papers we have counts for
3 papers · 1 filter
Temporal Scale Estimation for Oversampled Network Cascades: Theory, Algorithms, and Experiment
Abram Magner, Carolyn Kaminski, Petko Bogdanov
Spreading processes on graphs arise in a host of application domains, from the study of online social networks to viral marketing to epidemiology. Various discrete-time probabilist…
Local Community Detection in Dynamic Networks
Daniel J. DiTursi, Gaurav Ghosh, Petko Bogdanov
Given a time-evolving network, how can we detect communities over periods of high internal and low external interactions? To address this question we generalize traditional local c…
Network Clocks: Detecting the Temporal Scale of Information Diffusion
Daniel J. DiTursi, Gregorios A. Katsios, Petko Bogdanov
Information diffusion models typically assume a discrete timeline in which an information token spreads in the network. Since users in real-world networks vary significantly in the…