19 citations · 26 across the 3 of their papers we have counts for
3 papers
Mining and modeling character networks
Anthony Bonato, David Ryan D'Angelo, Ethan R. Elenberg +2
We investigate social networks of characters found in cultural works such as novels and films. These character networks exhibit many of the properties of complex networks such as s…
Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering
Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich +1
Clustering is one of the most fundamental and important tasks in data mining. Traditional clustering algorithms, such as K-means, assign every data point to exactly one cluster. Ho…
Model Reduction with MapReduce-enabled Tall-and-Skinny Singular Value Decomposition
Paul G. Constantine, David F. Gleich, Yangyang Hou +1
We present a method for computing reduced-order models of parameterized partial differential equation solutions. The key analytical tool is the singular value expansion of the para…