SW1PerS: Sliding windows and 1-persistence scoring; discovering periodicity in gene expression time series data
Perea, Jose A, Deckard, Anastasia, Haase, Steve B, Harer, John
Published in BMC bioinformatics (16.08.2015)
Published in BMC bioinformatics (16.08.2015)
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Journal Article
A Comparative Study of Machine Learning Methods for Persistence Diagrams
Barnes, Danielle, Polanco, Luis, Perea, Jose A.
Published in Frontiers in artificial intelligence (28.07.2021)
Published in Frontiers in artificial intelligence (28.07.2021)
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Journal Article
Persistent homology of toroidal sliding window embeddings
Perea, Jose A.
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Approximating Continuous Functions on Persistence Diagrams Using Template Functions
Perea, Jose A., Munch, Elizabeth, Khasawneh, Firas A.
Published in Foundations of computational mathematics (01.08.2023)
Published in Foundations of computational mathematics (01.08.2023)
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Journal Article
Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea
Manjunath, Shashank, Perea, Jose A., Sathyanarayana, Aarti
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
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Conference Proceeding
Journal Article
Sliding window persistence of quasiperiodic functions
Gakhar, Hitesh, Perea, Jose A.
Published in Journal of applied and computational topology (01.03.2024)
Published in Journal of applied and computational topology (01.03.2024)
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Journal Article
DREiMac: Dimensionality Reduction with Eilenberg-MacLane Coordinates
Perea, Jose A., Scoccola, Luis, Tralie, Christopher J.
Published in Journal of open source software (17.11.2023)
Published in Journal of open source software (17.11.2023)
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Journal Article
Creencias de enfermedad, creencias de medicación y adherencia al tratamiento en pacientes con hipertensión arterial
Suárez-Argüello, Jazmín, Blanco-Castillo, Leticia, Perea-Rangel, José A., Villarreal-Ríos, Enrique, Vargas-Daza, Emma R., Galicia-Rodríguez, Liliana, Martínez-González, Lidia
Published in Archivos de cardiología de México (01.07.2022)
Published in Archivos de cardiología de México (01.07.2022)
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Journal Article