751 citations · 1.5k across the 13 of their papers we have counts for
4 papers · 1 filter
The influence of the network topology on epidemic spreading
Daniel Smilkov, Ljupco Kocarev
The influence of the network's structure on the dynamics of spreading processes has been extensively studied in the last decade. Important results that partially answer this questi…
Analytically solvable processes on networks
Daniel Smilkov, Ljupco Kocarev
We introduce a broad class of analytically solvable processes on networks. In the special case, they reduce to random walk and consensus process - two most basic processes on netwo…
Identifying communities by influence dynamics in social networks
Angel Stanoev, Daniel Smilkov, Ljupco Kocarev
Communities are not static; they evolve, split and merge, appear and disappear, i.e. they are product of dynamical processes that govern the evolution of the network. A good algori…
Rich-club and page-club coefficients for directed graphs
Daniel Smilkov, Ljupco Kocarev
Rich-club and page-club coefficients and their null models are introduced for directed graphs. Null models allow for a quantitative discussion of the rich-club and page-club phenom…