23 citations · 141 across the 35 of their papers we have counts for
3 papers · 1 filter
A new method for quantifying network cyclic structure to improve community detection
Behnaz Moradi-Jamei, Heman Shakeri, Pietro Poggi-Corradini +1
A distinguishing property of communities in networks is that cycles are more prevalent within communities than across communities. Thus, the detection of these communities may be a…
A new method for quantifying network cyclic structure to improve community detection
Behnaz Moradi, Heman Shakeri, Pietro Poggi-Corradini +1
A distinguishing property of communities in networks is that cycles are more prevalent within communities than across communities. Thus, the detection of these communities may be a…
Network clustering and community detection using modulus of families of loops
Heman Shakeri, Pietro Poggi-Corradini, Nathan Albin +1
We study the structure of loops in networks using the notion of modulus of loop families. We introduce a new measure of network clustering by quantifying the richness of families o…