Search Results for author: Michael Higgins

Found 4 papers, 0 papers with code

Hybridized Threshold Clustering for Massive Data

no code implementations5 Jul 2019 Jianmei Luo, ChandraVyas Annakula, Aruna Sai Kannamareddy, Jasjeet S. Sekhon, William Henry Hsu, Michael Higgins

Finally, a more sophisticated clustering algorithm is applied to the reduced prototype points, thereby obtaining a clustering on all $n$ data points.


New methods for incorporating network cyclic structures to improve community detection

no code implementations19 May 2018 Behnaz Moradi, Heman Shakeri, Pietro Poggi-Corradini, Michael Higgins

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

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