19 citations · 42 across the 6 of their papers we have counts for
6 papers
Unsupervised vehicle recognition using incremental reseeding of acoustic signatures
Justin Sunu, Blake Hunter, Allon G. Percus
Vehicle recognition and classification have broad applications, ranging from traffic flow management to military target identification. We demonstrate an unsupervised method for au…
Unsupervised record matching with noisy and incomplete data
Yves van Gennip, Blake Hunter, Anna Ma +3
We consider the problem of duplicate detection in noisy and incomplete data: given a large data set in which each record has multiple entries (attributes), detect which distinct re…
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…
Community detection using spectral clustering on sparse geosocial data
Yves van Gennip, Blake Hunter, Raymond Ahn +9
In this article we identify social communities among gang members in the Hollenbeck policing district in Los Angeles, based on sparse observations of a combination of social intera…
Performance Analysis of Spectral Clustering on Compressed, Incomplete and Inaccurate Measurements
Blake Hunter, Thomas Strohmer
Spectral clustering is one of the most widely used techniques for extracting the underlying global structure of a data set. Compressed sensing and matrix completion have emerged as…