Sliding windows and persistence: An application of topological methods to signal analysis JA Perea, J Harer Foundations of computational mathematics 15, 799-838, 2015 | 346 | 2015 |
SW1PerS: Sliding windows and 1-persistence scoring; discovering periodicity in gene expression time series data JA Perea, A Deckard, SB Haase, J Harer BMC bioinformatics 16, 1-12, 2015 | 146 | 2015 |
A klein-bottle-based dictionary for texture representation JA Perea, G Carlsson International journal of computer vision 107, 75-97, 2014 | 78 | 2014 |
Chatter classification in turning using machine learning and topological data analysis FA Khasawneh, E Munch, JA Perea 14th IFAC Workshop on Time Delay Systems 51 (14), 195-200, 2018 | 69 | 2018 |
Topological Time Series Analysis JA Perea Notices of the American Mathematical Society 66 (5), 2019 | 63 | 2019 |
Persistent homology of toroidal sliding window embeddings JA Perea 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 49 | 2016 |
A Brief History of Persistence JA Perea Morfismos 23 (1), 1-16, 2019 | 42 | 2019 |
Multiscale projective coordinates via persistent cohomology of sparse filtrations JA Perea Discrete & Computational Geometry 59, 175-225, 2018 | 32 | 2018 |
Approximating continuous functions on persistence diagrams using template functions JA Perea, E Munch, FA Khasawneh Foundations of Computational Mathematics 23 (4), 1215-1272, 2023 | 31 | 2023 |
(Quasi) periodicity quantification in video data, using topology CJ Tralie, JA Perea SIAM Journal on Imaging Sciences 11 (2), 1049-1077, 2018 | 29 | 2018 |
A comparative study of machine learning methods for persistence diagrams D Barnes, L Polanco, JA Perea Frontiers in Artificial Intelligence 4, 681174, 2021 | 25 | 2021 |
K\"unneth Formulae in Persistent Homology H Gakhar, JA Perea arXiv preprint arXiv:1910.05656, 2019 | 24 | 2019 |
Sparse Circular Coordinates via Principal -Bundles JA Perea Topological Data Analysis: The Abel Symposium 2018, 435-458, 2020 | 22 | 2020 |
Twisty takens: A geometric characterization of good observations on dense trajectories B Xu, CJ Tralie, A Antia, M Lin, JA Perea Journal of Applied and Computational Topology 3, 285-313, 2019 | 17 | 2019 |
Coordinatizing Data With Lens Spaces and Persistent Cohomology L Polanco, JA Perea 31st Canadian Conference on Computational Geometry (CCCG), 49-58, 2019 | 14 | 2019 |
Sliding window persistence of quasiperiodic functions H Gakhar, JA Perea Journal of Applied and Computational Topology 8 (1), 55-92, 2024 | 10 | 2024 |
Approximate and discrete Euclidean vector bundles L Scoccola, JA Perea Forum of Mathematics, Sigma 11, e20, 2023 | 10 | 2023 |
Fibered: Fiberwise dimensionality reduction of topologically complex data with vector bundles L Scoccola, JA Perea arXiv preprint arXiv:2206.06513, 2022 | 8* | 2022 |
Toroidal coordinates: Decorrelating circular coordinates with lattice reduction L Scoccola, H Gakhar, J Bush, N Schonsheck, T Rask, L Zhou, JA Perea 39th International Symposium on Computational Geometry (SoCG 2023), 2023 | 7 | 2023 |
Adaptive template systems: Data-driven feature selection for learning with persistence diagrams L Polanco, JA Perea 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 7 | 2019 |