Elizabeth Munch
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A user’s guide to topological data analysis
E Munch
Journal of Learning Analytics 4 (2), 47–61-47–61, 2017
Categorified reeb graphs
V De Silva, E Munch, A Patel
Discrete & Computational Geometry 55 (4), 854-906, 2016
Chatter detection in turning using persistent homology
FA Khasawneh, E Munch
Mechanical Systems and Signal Processing 70, 527-541, 2016
Probabilistic Fréchet means for time varying persistence diagrams
E Munch, K Turner, P Bendich, S Mukherjee, J Mattingly, J Harer
Electronic Journal of Statistics 9 (1), 1173-1204, 2015
Convergence between Categorical Representations of Reeb Space and Mapper
E Munch, B Wang
32nd International Symposium on Computational Geometry (SoCG 2016) 51, 53:1 …, 2016
Chatter Classification in Turning using Machine Learning and Topological Data Analysis
FA Khasawneh, ElizabethMunch, JA Perea
14th IFAC Workshop on Time Delay Systems TDS 2018: Budapest, Hungary, 28–30 …, 2018
Strong Equivalence of the Interleaving and Functional Distortion Metrics for Reeb Graphs
U Bauer, E Munch, Y Wang
31st International Symposium on Computational Geometry (SoCG 2015) 34, 461--475, 2015
Applications of persistent homology to time varying systems
E Munch
Duke University, 2013
Persistent homology of complex networks for dynamic state detection
A Myers, E Munch, FA Khasawneh
Physical Review E 100 (2), 022314, 2019
Theory of Interleavings on Categories with a Flow
V de Silva, E Munch, A Stefanou
Theory and Applications of Categories 33 (21), 583-607, 2018
Topological and statistical behavior classifiers for tracking applications
P Bendich, SP Chin, J Clark, J Desena, J Harer, E Munch, A Newman, ...
IEEE Transactions on Aerospace and Electronic Systems 52 (6), 2644-2661, 2016
Stability determination in turning using persistent homology and time series analysis
FA Khasawneh, E Munch
ASME International Mechanical Engineering Congress and Exposition 46483 …, 2014
Topological data analysis for true step detection in periodic piecewise constant signals
FA Khasawneh, E Munch
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2018
Approximating continuous functions on persistence diagrams using template functions
JA Perea, E Munch, FA Khasawneh
Foundations of Computational Mathematics, 1-58, 2022
The shape of things to come: Topological data analysis and biology, from molecules to organisms
EJ Amézquita, MY Quigley, T Ophelders, E Munch, DH Chitwood
Developmental Dynamics 249 (7), 816-833, 2020
Utilizing topological data analysis for studying signals of time-delay systems
FA Khasawneh, E Munch
Time Delay Systems, 93-106, 2017
Feature-aided multiple hypothesis tracking using topological and statistical behavior classifiers
D Rouse, A Watkins, D Porter, J Harer, P Bendich, N Strawn, E Munch, ...
Signal processing, sensor/information fusion, and target recognition XXIV …, 2015
Failure filtrations for fenced sensor networks
E Munch, M Shapiro, J Harer
The International Journal of Robotics Research 31 (9), 1044-1056, 2012
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
A structural average of labeled merge trees for uncertainty visualization
L Yan, Y Wang, E Munch, E Gasparovic, B Wang
IEEE transactions on visualization and computer graphics 26 (1), 832-842, 2019
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