129 citations · 292 across the 10 of their papers we have counts for
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cs.SI2017★ 91 cited
SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations
Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong +2
Among the statistical tools for online information diffusion modeling, both epidemic models and Hawkes point processes are popular choices. The former originate from epidemiology,…
stat.ML2017★ 61 cited
A Tutorial on Hawkes Processes for Events in Social Media
Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra +1
This chapter provides an accessible introduction for point processes, and especially Hawkes processes, for modeling discrete, inter-dependent events over continuous time. We start…