Jose A. Perea

According to our database, Jose A. Perea authored at least 27 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Sliding window persistence of quasiperiodic functions.

Hitesh Gakhar, Jose A. Perea

J. Appl. Comput. Topol., March, 2024

2023

DREiMac: Dimensionality Reduction with Eilenberg-MacLane Coordinates.

Jose A. Perea, Luis Scoccola, Christopher J. Tralie

J. Open Source Softw., December, 2023

Approximating Continuous Functions on Persistence Diagrams Using Template Functions.

Jose A. Perea, Elizabeth Munch, Firas A. Khasawneh

Found. Comput. Math., August, 2023

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

Andrew Lee, Harlin Lee, Jose A. Perea, Nikolas Schonsheck, Madeleine Weinstein

CoRR, 2023

Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea.

Shashank Manjunath, Jose A. Perea, Aarti Sathyanarayana

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles.

Luis Scoccola, Jose A. Perea

Proceedings of the 39th International Symposium on Computational Geometry, 2023

Toroidal Coordinates: Decorrelating Circular Coordinates with Lattice Reduction.

Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, Jose A. Perea

Proceedings of the 39th International Symposium on Computational Geometry, 2023

2022

Learning on Persistence Diagrams as Radon Measures.

Alex Elchesen, Iryna Hartsock, Jose A. Perea, Tatum Rask

CoRR, 2022

Fiberwise dimensionality reduction of topologically complex data with vector bundles.

Luis Scoccola, Jose A. Perea

CoRR, 2022

2021

A Comparative Study of Machine Learning Methods for Persistence Diagrams.

Danielle Barnes, Luis Polanco, Jose A. Perea

Frontiers Artif. Intell., 2021

Move Schedules: Fast persistence computations in sparse dynamic settings.

Matt Piekenbrock, Jose A. Perea

CoRR, 2021

Approximate and discrete Euclidean vector bundles.

Luis Scoccola, Jose A. Perea

CoRR, 2021

2019

Twisty Takens: a geometric characterization of good observations on dense trajectories.

Boyan Xu, Christopher J. Tralie, Alice Antia, Michael Lin, Jose A. Perea

J. Appl. Comput. Topol., 2019

Künneth Formulae in Persistent Homology.

Hitesh Gakhar, Jose A. Perea

CoRR, 2019

Adaptive Template Systems: Data-Driven Feature Selection for Learning with Persistence Diagrams.

Luis Polanco, Jose A. Perea

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Coordinatizing Data With Lens Spaces and Persistent Cohomology.

Luis Polanco, Jose A. Perea

Proceedings of the 31st Canadian Conference on Computational Geometry, 2019

2018

(Quasi)Periodicity Quantification in Video Data, Using Topology.

Christopher J. Tralie, Jose A. Perea

SIAM J. Imaging Sci., 2018

Multiscale Projective Coordinates via Persistent Cohomology of Sparse Filtrations.

Jose A. Perea

Discret. Comput. Geom., 2018

Topological Time Series Analysis.

Jose A. Perea

CoRR, 2018

Sparse Circular Coordinates via Principal ℤ-Bundles.

Jose A. Perea

CoRR, 2018

A Brief History of Persistence.

Jose A. Perea

CoRR, 2018

Chatter Classification in Turning Using Machine Learning and Topological Data Analysis.

Firas A. Khasawneh, Elizabeth Munch, Jose A. Perea

CoRR, 2018

2016

Multi-Scale Projective Coordinates via Persistent Cohomology of Sparse Filtrations.

Jose A. Perea

CoRR, 2016

Persistent homology of toroidal sliding window embeddings.

Jose A. Perea

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis.

Jose A. Perea, John Harer

Found. Comput. Math., 2015

SW1PerS: Sliding windows and 1-persistence scoring; discovering periodicity in gene expression time series data.

Jose A. Perea, Anastasia Deckard, Steven B. Haase, John Harer

BMC Bioinform., 2015

2014

A Klein-Bottle-Based Dictionary for Texture Representation.

Jose A. Perea, Gunnar E. Carlsson

Int. J. Comput. Vis., 2014