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Sarah Tymochko
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Year
Using persistent homology to quantify a diurnal cycle in hurricanes
S Tymochko, E Munch, J Dunion, K Corbosiero, R Torn
Pattern Recognition Letters 133, 137-143, 2020
232020
Chatter diagnosis in milling using supervised learning and topological features vector
MC Yesilli, S Tymochko, FA Khasawneh, E Munch
2019 18th IEEE international conference on machine learning and applications …, 2019
172019
Fairest edge usage and minimum expected overlap for random spanning trees
N Albin, J Clemens, D Hoare, P Poggi-Corradini, B Sit, S Tymochko
Discrete Mathematics 344 (5), 112282, 2021
102021
Using zigzag persistent homology to detect Hopf bifurcations in dynamical systems
S Tymochko, E Munch, FA Khasawneh
Algorithms 13 (11), 278, 2020
102020
Classifying Sleep States Using Persistent Homology and Markov Chains: A Pilot Study
S Tymochko, K Singhal, G Heo
Advances in Data Science, 253-289, 2021
62021
Teaspoon: A comprehensive python package for topological signal processing
AD Myers, M Yesilli, S Tymochko, F Khasawneh, E Munch
TDA {\&} Beyond, 2020
62020
Adaptive partitioning for template functions on persistence diagrams
S Tymochko, E Munch, FA Khasawneh
2019 18th IEEE International Conference On Machine Learning And Applications …, 2019
52019
The impact of changes in resolution on the persistent homology of images
T Heiss, S Tymochko, B Story, A Garin, H Bui, B Bleile, V Robins
2021 IEEE International Conference on Big Data (Big Data), 3824-3834, 2021
32021
Argumentative topology: Finding loop (holes) in logic
S Tymochko, Z New, L Bynum, E Purvine, T Doster, J Chaput, T Emerson
arXiv preprint arXiv:2011.08952, 2020
32020
A Topological Approach for Motion Track Discrimination
TH Emerson, S Tymochko, G Stantchev, JA Edelberg, M Wilson, ...
Research in Computational Topology 2, 211-222, 2022
12022
Con connections: Detecting fraud from abstracts using topological data analysis
S Tymochko, J Chaput, T Doster, E Purvine, J Warley, T Emerson
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
12021
Bifurcation Analysis using Zigzag Persistence
S Tymochko, E Munch, F Khasawneh
TDA {\&} Beyond, 2020
12020
Adaptive Covers for Ball Mapper
EG Alvarado, R Belton, E Fischer, KJ Lee, S Palande, S Percival, ...
2023 Joint Mathematics Meetings (JMM 2023), 2023
2023
Adaptive Graph Mapper
EG Alvarado, R Belton, E Fischer, KJ Lee, S Palande, S Percival, ...
2023 Joint Mathematics Meetings (JMM 2023), 2023
2023
Topological Approaches for Quantifying the Shape of Time Series Data
S Tymochko
Michigan State University, 2022
2022
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Articles 1–15