Jose A. Perea

activity

20132026

most citedChatter Classification in Turning Using Machine Learning and Topological Data Analysis

44 citations · 109 across the 21 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

cs.CG2023

$O (k)$ -Equivariant Dimensionality Reduction on Stiefel Manifolds

Andrew Lee, Harlin Lee, Jose A. Perea +2

Many real-world datasets live on high-dimensional Stiefel and Grassmannian manifolds, $V_{k} (R^{N})$ and $G r (k, R^{N})$ respectively, and benefit from projection onto l…

math.AT2023★ 2 cited

Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea

Shashank Manjunath, Jose A. Perea, Aarti Sathyanarayana

Topological data analysis (TDA) is an emerging technique for biological signal processing. TDA leverages the invariant topological features of signals in a metric space for robust…

O(k)-Equivariant Dimensionality Reduction on Stiefel Manifolds

Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea

$O (k)$ -Equivariant Dimensionality Reduction on Stiefel Manifolds