87 citations · 317 across the 22 of their papers we have counts for
Showing 2014Show all
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cs.CG2014★ 8 cited
Topological analysis of scalar fields with outliers
Mickaël Buchet, Frédéric Chazal, Tamal K. Dey +3
Given a real-valued function defined over a manifold embedded in , we are interested in recovering structural information about from the sole information…
cs.CG2014
Only distances are required to reconstruct submanifolds
Jean-Daniel Boissonnat, Ramsay Dyer, Arijit Ghosh +1
In this paper, we give the first algorithm that outputs a faithful reconstruction of a submanifold of Euclidean space without maintaining or even constructing complicated data stru…
stat.ML2014
A Fuzzy Clustering Algorithm for the Mode Seeking Framework
Thomas Bonis, Steve Oudot
In this paper, we propose a new fuzzy clustering algorithm based on the mode-seeking framework. Given a dataset in , we define regions of high density that we call cl…