349 citations · 423 across the 10 of their papers we have counts for
3 papers · 1 filter
A Method Based on Total Variation for Network Modularity Optimization using the MBO Scheme
Huiyi Hu, Thomas Laurent, Mason A. Porter +1
The study of network structure is pervasive in sociology, biology, computer science, and many other disciplines. One of the most important areas of network science is the algorithm…
Multislice Modularity Optimization in Community Detection and Image Segmentation
Huiyi Hu, Yves van Gennip, Blake Hunter +2
Because networks can be used to represent many complex systems, they have attracted considerable attention in physics, computer science, sociology, and many other disciplines. One…
Geosocial Graph-Based Community Detection
Yves van Gennip, Huiyi Hu, Blake Hunter +1
We apply spectral clustering and multislice modularity optimization to a Los Angeles Police Department field interview card data set. To detect communities (i.e., cohesive groups o…