Search Results for author:
Found 3 papers, 0 papers with code
A new method for quantifying network cyclic structure to improve community detection
A distinguishing property of communities in networks is that cycles are more prevalent within communities than across communities.
Designing Optimal Multiplex Networks for Certain Laplacian Spectral Properties
However, for larger budgets, the optimal weights are generally non-uniform.
Networking and Internet Architecture Social and Information Networks Optimization and Control
New methods for incorporating network cyclic structures to improve community detection
We investigate the use of two methods for quantifying this richness---loop modulus (LM) and renewal non-backtracking random walks (RNBRW)---to improve the performance of existing community detection algorithms.
Social and Information Networks Physics and Society
