Jose A. Perea

Jose A. Perea

Michigan State University

H-index: 14

North America-United States

About Jose A. Perea

Jose A. Perea, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Michigan State University, specializes in the field of Topological data analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Sliding window persistence of quasiperiodic functions

Revealing brain network dynamics during the emotional state of suspense using topological data analysis

Move schedules: fast persistence computations in coarse dynamic settings

Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea

-Equivariant Dimensionality Reduction on Stiefel Manifolds

Toroidal coordinates: Decorrelating circular coordinates with lattice reduction

Approximating continuous functions on persistence diagrams using template functions

Approximate and discrete Euclidean vector bundles

Jose A. Perea Information

University

Position

___

Citations(all)

961

Citations(since 2020)

744

Cited By

528

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Michigan State University

Google Scholar

View Google Scholar Profile

Jose A. Perea Skills & Research Interests

Topological data analysis

Top articles of Jose A. Perea

Title

Journal

Author(s)

Publication Date

Sliding window persistence of quasiperiodic functions

Journal of Applied and Computational Topology

Hitesh Gakhar

Jose A Perea

2023/9/5

Revealing brain network dynamics during the emotional state of suspense using topological data analysis

Astrid A Olave

Jose A Perea

Francisco Gómez

2024/1/29

Move schedules: fast persistence computations in coarse dynamic settings

Journal of Applied and Computational Topology

Matthew Piekenbrock

Jose A Perea

2024/1/20

Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea

Shashank Manjunath

Jose A Perea

Aarti Sathyanarayana

2023/7/24

-Equivariant Dimensionality Reduction on Stiefel Manifolds

arXiv preprint arXiv:2309.10775

Andrew Lee

Harlin Lee

Jose A Perea

Nikolas Schonsheck

Madeleine Weinstein

2023/9/19

Toroidal coordinates: Decorrelating circular coordinates with lattice reduction

Proc. 39th International Symposium on Computational Geometry (SoCG)

Luis Scoccola

Hitesh Gakhar

Johnathan Bush

Nikolas Schonsheck

Tatum Rask

...

2023

Approximating continuous functions on persistence diagrams using template functions

Foundations of Computational Mathematics

Jose A Perea

Elizabeth Munch

Firas A Khasawneh

2023/8

Approximate and discrete Euclidean vector bundles

Forum of Mathematics, Sigma

Luis Scoccola

Jose A Perea

2023

DREiMac: Dimensionality Reduction with Eilenberg-MacLane Coordinates

Journal of Open Source Software

Jose Perea

Luis Scoccola

CJ Tralie

2023

Learning on Persistence Diagrams as Radon Measures

arXiv preprint arXiv:2212.08295

Alex Elchesen

Iryna Hartsock

Jose A Perea

Tatum Rask

2022/12/16

FibeRed: Fiberwise dimensionality reduction of topologically complex data with vector bundles

arXiv preprint arXiv:2206.06513

Luis Scoccola

Jose A Perea

2022/6/13

A comparative study of machine learning methods for persistence diagrams

Applied Sciences

Shubham Chaudhry

Azzeddine Soulaïmani

2022/2/23

Sparse Circular Coordinates via Principal -Bundles

Jose A Perea

2020/6/26

See List of Professors in Jose A. Perea University(Michigan State University)

Co-Authors

H-index: 43
John Harer

John Harer

Duke University

H-index: 24
Steven B. Haase

Steven B. Haase

Duke University

H-index: 22
Elizabeth Munch

Elizabeth Munch

Michigan State University

H-index: 20
Firas Khasawneh

Firas Khasawneh

Michigan State University

H-index: 13
Christopher Tralie

Christopher Tralie

Ursinus College

H-index: 7
Luis Scoccola

Luis Scoccola

Michigan State University

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