Influence network reconstruction from discrete time-series of count data modelled by multidimensional Hawkes processes

Naratip Santitissadeekorn, Martin Short, David J. B. Lloyd

Identifying key influencers from time series data without a known prior network structure is a challenging problem in various applications, from crime analysis to social media. Whi…