More Ground-Truth Testing

I just completed¬†additional testing on the ground-truth graphs. Specifically, I’ve¬†calculated the metric scores on output graphs in order to determine if the Louvain-{x metric} variant of the algorithm actually outputs the clustering with the best x metric score. For example,…

Running the Data Set

Our data set consists of 52 networks. The size of the networks range from 34 vertices and 78 edges (Zachary’s karate club network) to 4,847,571 vertices and 68,993,773 edges (LiveJournal social network). We ran two tests on our data set:…

Summer Research

Summer Research

This past summer I was a research assistant for the computer science department at Pomona College through the Summer Undergraduate Research Program (SURP). I worked with Professor Chen on a project involving community-detection algorithms for complex networks. I looked at…