227 citations · 239 across the 19 of their papers we have counts for
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cs.LG2015★ 2 cited
Overlapping Community Detection by Online Cluster Aggregation
Mark Kozdoba, Shie Mannor
We present a new online algorithm for detecting overlapping communities. The main ingredients are a modification of an online k-means algorithm and a new approach to modelling over…
cs.LG2015
Overlapping Communities Detection via Measure Space Embedding
Mark Kozdoba, Shie Mannor
We present a new algorithm for community detection. The algorithm uses random walks to embed the graph in a space of measures, after which a modification of -means in that space…