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cs.SI2018
Effective Resistance-based Germination of Seed Sets for Community Detection
Jonathan Eskreis-Winkler, Risi Kondor
Community detection is, at its core, an attempt to attach an interpretable function to an otherwise indecipherable form. The importance of labeling communities has obvious implicat…
cs.SI2016
Data mining when each data point is a network
Karthikeyan Rajendran, Assimakis A. Kattis, Alexander Holiday +2
We discuss the problem of extending data mining approaches to cases in which data points arise in the form of individual graphs. Being able to find the intrinsic low-dimensionality…