Jose A. Perea

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 35

Top Topics

Dimensionality Reduction

Top Venues

J. Appl. Comput. Topol.

Found. Comput. Math.

Publications

Matthew Piekenbrock, Jose A. Perea
Move schedules: fast persistence computations in coarse dynamic settings. J. Appl. Comput. Topol. 8 (2) (2024)
Hitesh Gakhar, Jose A. Perea
Sliding window persistence of quasiperiodic functions. J. Appl. Comput. Topol. 8 (1) (2024)
Luis Scoccola, Jose A. Perea
FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles. SoCG (2023)
Jose A. Perea, Elizabeth Munch, Firas A. Khasawneh
Approximating Continuous Functions on Persistence Diagrams Using Template Functions. Found. Comput. Math. 23 (4) (2023)
Andrew Lee, Harlin Lee, Jose A. Perea, Nikolas Schonsheck, Madeleine Weinstein
O(k)-Equivariant Dimensionality Reduction on Stiefel Manifolds. CoRR (2023)
Jose A. Perea, Luis Scoccola, Christopher J. Tralie
DREiMac: Dimensionality Reduction with Eilenberg-MacLane Coordinates. J. Open Source Softw. 8 (92) (2023)
Shashank Manjunath, Jose A. Perea, Aarti Sathyanarayana
Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea. CoRR (2023)
Shashank Manjunath, Jose A. Perea, Aarti Sathyanarayana
Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea. EMBC (2023)
Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, Jose A. Perea
Toroidal Coordinates: Decorrelating Circular Coordinates with Lattice Reduction. SoCG (2023)
Luis Scoccola, Jose A. Perea
Fiberwise dimensionality reduction of topologically complex data with vector bundles. CoRR (2022)
Alex Elchesen, Iryna Hartsock, Jose A. Perea, Tatum Rask
Learning on Persistence Diagrams as Radon Measures. CoRR (2022)
Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, Jose A. Perea
Toroidal Coordinates: Decorrelating Circular Coordinates With Lattice Reduction. CoRR (2022)
Luis Scoccola, Jose A. Perea
Approximate and discrete Euclidean vector bundles. CoRR (2021)
Hitesh Gakhar, Jose A. Perea
Sliding Window Persistence of Quasiperiodic Functions. CoRR (2021)
Danielle Barnes, Luis Polanco, Jose A. Perea
A Comparative Study of Machine Learning Methods for Persistence Diagrams. Frontiers Artif. Intell. 4 (2021)
Matt Piekenbrock, Jose A. Perea
Move Schedules: Fast persistence computations in sparse dynamic settings. CoRR (2021)
Luis Polanco, Jose A. Perea
Coordinatizing Data With Lens Spaces and Persistent Cohomology. CoRR (2019)
Luis Polanco, Jose A. Perea
Adaptive template systems: Data-driven feature selection for learning with persistence diagrams. CoRR (2019)
Hitesh Gakhar, Jose A. Perea
Künneth Formulae in Persistent Homology. CoRR (2019)
Luis Polanco, Jose A. Perea
Coordinatizing Data With Lens Spaces and Persistent Cohomology. CCCG (2019)
Boyan Xu, Christopher J. Tralie, Alice Antia, Michael Lin, Jose A. Perea
Twisty Takens: a geometric characterization of good observations on dense trajectories. J. Appl. Comput. Topol. 3 (4) (2019)
Jose A. Perea, Elizabeth Munch, Firas A. Khasawneh
Approximating Continuous Functions on Persistence Diagrams Using Template Functions. CoRR (2019)
Luis Polanco, Jose A. Perea
Adaptive Template Systems: Data-Driven Feature Selection for Learning with Persistence Diagrams. ICMLA (2019)
Jose A. Perea
Topological Time Series Analysis. CoRR (2018)
Jose A. Perea
Multiscale Projective Coordinates via Persistent Cohomology of Sparse Filtrations. Discret. Comput. Geom. 59 (1) (2018)
Jose A. Perea
Sparse Circular Coordinates via Principal ℤ-Bundles. CoRR (2018)
Jose A. Perea
A Brief History of Persistence. CoRR (2018)
Christopher J. Tralie, Jose A. Perea
(Quasi)Periodicity Quantification in Video Data, Using Topology. SIAM J. Imaging Sci. 11 (2) (2018)
Boyan Xu, Christopher J. Tralie, Alice Antia, Michael Lin, Jose A. Perea
Twisty Takens: A Geometric Characterization of Good Observations on Dense Trajectories. CoRR (2018)
Firas A. Khasawneh, Elizabeth Munch, Jose A. Perea
Chatter Classification in Turning Using Machine Learning and Topological Data Analysis. CoRR (2018)
Christopher J. Tralie, Jose A. Perea
(Quasi)Periodicity Quantification in Video Data, Using Topology. CoRR (2017)
Jose A. Perea
Persistent homology of toroidal sliding window embeddings. ICASSP (2016)
Jose A. Perea
Multi-Scale Projective Coordinates via Persistent Cohomology of Sparse Filtrations. CoRR (2016)
Jose A. Perea, John Harer
Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis. Found. Comput. Math. 15 (3) (2015)
Jose A. Perea, Anastasia Deckard, Steven B. Haase, John Harer
SW1PerS: Sliding windows and 1-persistence scoring; discovering periodicity in gene expression time series data. BMC Bioinform. 16 (2015)
Jose A. Perea, Gunnar E. Carlsson
A Klein-Bottle-Based Dictionary for Texture Representation. Int. J. Comput. Vis. 107 (1) (2014)