219 citations · 1.3k across the 47 of their papers we have counts for
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stat.ML2010★ 30 cited
Optimizing an Organized Modularity Measure for Topographic Graph Clustering: a Deterministic Annealing Approach
Fabrice Rossi, Nathalie Villa-Vialaneix
This paper proposes an organized generalization of Newman and Girvan's modularity measure for graph clustering. Optimized via a deterministic annealing scheme, this measure produce…
stat.ML2010★ 39 cited
Exploratory Analysis of Functional Data via Clustering and Optimal Segmentation
Georges Hébrail, Bernard Hugueney, Yves Lechevallier +1
We propose in this paper an exploratory analysis algorithm for functional data. The method partitions a set of functions into clusters and represents each cluster by a simple p…