219 citations · 1.3k across the 47 of their papers we have counts for
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stat.ML2014★ 8 cited
Nonparametric Hierarchical Clustering of Functional Data
Marc Boullé, Romain Guigourès, Fabrice Rossi
In this paper, we deal with the problem of curves clustering. We propose a nonparametric method which partitions the curves into clusters and discretizes the dimensions of the curv…
stat.ML2014★ 9 cited
How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need?
Fabrice Rossi
In numerous applicative contexts, data are too rich and too complex to be represented by numerical vectors. A general approach to extend machine learning and data mining techniques…