23 citations · 46 across the 32 of their papers we have counts for
5 papers · 1 filter
A purely data-driven framework for prediction, optimization, and control of networked processes: application to networked SIS epidemic model
Ali Tavasoli, Teague Henry, Heman Shakeri
Networks are landmarks of many complex phenomena where interweaving interactions between different agents transform simple local rule-sets into nonlinear emergent behaviors. While…
Maximizing the algebraic connectivity in multilayer networks with arbitrary interconnections
Ali Tavasoli, Ehsan Ardjmand, Heman Shakeri
The second smallest eigenvalue of the Laplacian matrix is determinative in characterizing many network properties and is known as algebraic connectivity. In this paper, we investig…
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…