Luiz Carlos Matioli

TreeKDE: clustering multivariate data based on decision tree and using one-dimensional kernel density estimation

2022 · Journal of Applied Statistics

In this paper, we present an algorithm for clustering multidimensional data, which we named TreeKDE. It is based on a tree structure decision associated with the optimization of the one-dimensional kernel density estimator function constructed …