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Jose A. Perea
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2020 – today
- 2024
- [j11]Hitesh Gakhar
, Jose A. Perea:
Sliding window persistence of quasiperiodic functions. J. Appl. Comput. Topol. 8(1): 55-92 (2024) - [j10]Matthew Piekenbrock, Jose A. Perea:
Move schedules: fast persistence computations in coarse dynamic settings. J. Appl. Comput. Topol. 8(2): 301-345 (2024) - 2023
- [j9]Jose A. Perea, Elizabeth Munch
Approximating Continuous Functions on Persistence Diagrams Using Template Functions. Found. Comput. Math. 23(4): 1215-1272 (2023) - [j8]Jose A. Perea
DREiMac: Dimensionality Reduction with Eilenberg-MacLane Coordinates. J. Open Source Softw. 8(92): 5791 (2023) - [c6]Luis Scoccola, Jose A. Perea:
FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles. SoCG 2023: 56:1-56:18 - [c5]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: 57:1-57:20 - [c4]Shashank Manjunath, Jose A. Perea, Aarti Sathyanarayana:
Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea. EMBC 2023: 1-4 - [i19]Shashank Manjunath, Jose A. Perea, Aarti Sathyanarayana:
Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea. CoRR abs/2304.14853 (2023) - [i18]Andrew Lee
O(k)-Equivariant Dimensionality Reduction on Stiefel Manifolds. CoRR abs/2309.10775 (2023) - 2022
- [i17]Luis Scoccola, Jose A. Perea:
Fiberwise dimensionality reduction of topologically complex data with vector bundles. CoRR abs/2206.06513 (2022) - [i16]Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, Jose A. Perea:
Toroidal Coordinates: Decorrelating Circular Coordinates With Lattice Reduction. CoRR abs/2212.07201 (2022) - [i15]Alex Elchesen, Iryna Hartsock, Jose A. Perea, Tatum Rask:
Learning on Persistence Diagrams as Radon Measures. CoRR abs/2212.08295 (2022) - 2021
- [j7]Danielle Barnes, Luis Polanco, Jose A. Perea:
A Comparative Study of Machine Learning Methods for Persistence Diagrams. Frontiers Artif. Intell. 4: 681174 (2021) - [i14]Hitesh Gakhar, Jose A. Perea:
Sliding Window Persistence of Quasiperiodic Functions. CoRR abs/2103.04540 (2021) - [i13]Luis Scoccola, Jose A. Perea:
Approximate and discrete Euclidean vector bundles. CoRR abs/2104.07563 (2021) - [i12]Matt Piekenbrock, Jose A. Perea:
Move Schedules: Fast persistence computations in sparse dynamic settings. CoRR abs/2104.12285 (2021)
2010 – 2019
- 2019
- [j6]Boyan Xu, Christopher J. Tralie
Twisty Takens: a geometric characterization of good observations on dense trajectories. J. Appl. Comput. Topol. 3(4): 285-313 (2019) - [c3]Luis Polanco, Jose A. Perea:
Coordinatizing Data With Lens Spaces and Persistent Cohomology. CCCG 2019: 49-58 - [c2]Luis Polanco, Jose A. Perea:
Adaptive Template Systems: Data-Driven Feature Selection for Learning with Persistence Diagrams. ICMLA 2019: 1115-1121 - [i11]Jose A. Perea, Elizabeth Munch
Approximating Continuous Functions on Persistence Diagrams Using Template Functions. CoRR abs/1902.07190 (2019) - [i10]Luis Polanco, Jose A. Perea:
Coordinatizing Data With Lens Spaces and Persistent Cohomology. CoRR abs/1905.00350 (2019) - [i9]Hitesh Gakhar, Jose A. Perea:
Künneth Formulae in Persistent Homology. CoRR abs/1910.05656 (2019) - [i8]Luis Polanco, Jose A. Perea:
Adaptive template systems: Data-driven feature selection for learning with persistence diagrams. CoRR abs/1910.06741 (2019) - 2018
- [j5]Jose A. Perea:
Multiscale Projective Coordinates via Persistent Cohomology of Sparse Filtrations. Discret. Comput. Geom. 59(1): 175-225 (2018) - [j4]Christopher J. Tralie
(Quasi)Periodicity Quantification in Video Data, Using Topology. SIAM J. Imaging Sci. 11(2): 1049-1077 (2018) - [i7]Firas A. Khasawneh, Elizabeth Munch, Jose A. Perea:
Chatter Classification in Turning Using Machine Learning and Topological Data Analysis. CoRR abs/1804.02261 (2018) - [i6]Jose A. Perea:
A Brief History of Persistence. CoRR abs/1809.03624 (2018) - [i5]Boyan Xu, Christopher J. Tralie, Alice Antia, Michael Lin, Jose A. Perea:
Twisty Takens: A Geometric Characterization of Good Observations on Dense Trajectories. CoRR abs/1809.07131 (2018) - [i4]Jose A. Perea:
Sparse Circular Coordinates via Principal ℤ-Bundles. CoRR abs/1809.09269 (2018) - [i3]Jose A. Perea:
Topological Time Series Analysis. CoRR abs/1812.05143 (2018) - 2017
- [i2]Christopher J. Tralie, Jose A. Perea:
(Quasi)Periodicity Quantification in Video Data, Using Topology. CoRR abs/1704.08382 (2017) - 2016
- [c1]Jose A. Perea:
Persistent homology of toroidal sliding window embeddings. ICASSP 2016: 6435-6439 - [i1]Jose A. Perea:
Multi-Scale Projective Coordinates via Persistent Cohomology of Sparse Filtrations. CoRR abs/1612.02861 (2016) - 2015
- [j3]Jose A. Perea, Anastasia Deckard
SW1PerS: Sliding windows and 1-persistence scoring; discovering periodicity in gene expression time series data. BMC Bioinform. 16: 257:1-257:12 (2015) - [j2]Jose A. Perea, John Harer:
Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis. Found. Comput. Math. 15(3): 799-838 (2015) - 2014
- [j1]Jose A. Perea, Gunnar E. Carlsson:
A Klein-Bottle-Based Dictionary for Texture Representation. Int. J. Comput. Vis. 107(1): 75-97 (2014)
Coauthor Index
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last updated on 2024-10-07 22:21 CEST by the dblp team
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