13 citations · 13 across the 2 of their papers we have counts for
2 papers
math.ST2008
A Principal Component Analysis for Trees
Burcu Aydin, Gabor Pataki, Haonan Wang +2
The active field of Functional Data Analysis (about understanding the variation in a set of curves) has been recently extended to Object Oriented Data Analysis, which considers pop…
math.ST2007★ 13 cited
A scale-based approach to finding effective dimensionality in manifold learning
Xiaohui Wang, J. S. Marron
The discovering of low-dimensional manifolds in high-dimensional data is one of the main goals in manifold learning. We propose a new approach to identify the effective dimension (…