20 citations · 56 across the 8 of their papers we have counts for
Showing 2013Show all
3 papers · 1 filter
stat.ML2013★ 17 cited
A comparison of bandwidth selectors for mean shift clustering
José E. Chacón, Pablo Monfort
We explore the performance of several automatic bandwidth selectors, originally designed for density gradient estimation, as data-based procedures for nonparametric, modal clusteri…
math.ST2013
Fourier methods for smooth distribution function estimation
José E. Chacón, Pablo Monfort, Carlos Tenreiro
In this paper we show how to use Fourier transform methods to analyze the asymptotic behavior of kernel distribution function estimators. Exact expressions for the mean integrated…
math.ST2013★ 20 cited
Clusters and water flows: a novel approach to modal clustering through Morse theory
José E. Chacón
The problem of finding groups in data (cluster analysis) has been extensively studied by researchers from the fields of Statistics and Computer Science, among others. However, desp…