11 citations · 13 across the 3 of their papers we have counts for
3 papers
stat.AP2014★ 2 cited
Persistent homology analysis of brain artery trees
Paul Bendich, J. S. Marron, Ezra Miller +2
New representations of tree-structured data objects, using ideas from topological data analysis, enable improved statistical analyses of a population of brain artery trees. A numbe…
cs.CG2014
Multi-Scale Local Shape Analysis and Feature Selection in Machine Learning Applications
Paul Bendich, Ellen Gasparovic, John Harer +2
We introduce a method called multi-scale local shape analysis, or MLSA, for extracting features that describe the local structure of points within a dataset. The method uses both g…
math.GT2010★ 11 cited
Towards Stratification Learning through Homology Inference
Paul Bendich, Sayan Mukherjee, Bei Wang
A topological approach to stratification learning is developed for point cloud data drawn from a stratified space. Given such data, our objective is to infer which points belong to…