Elizabeth Munch

Orcid: 0000-0002-9459-9493

According to our database1, Elizabeth Munch authored at least 43 papers between 2012 and 2024.

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Bibliography

2024
A Distance for Geometric Graphs via the Labeled Merge Tree Interleaving Distance.
CoRR, 2024

2023
Correction: Temporal network analysis using zigzag persistence.
EPJ Data Sci., December, 2023

Temporal network analysis using zigzag persistence.
EPJ Data Sci., December, 2023

Approximating Continuous Functions on Persistence Diagrams Using Template Functions.
Found. Comput. Math., August, 2023

Persistence of Weighted Ordinal Partition Networks for Dynamic State Detection.
SIAM J. Appl. Dyn. Syst., March, 2023

An Invitation to the Euler Characteristic Transform.
CoRR, 2023

Bounding the Interleaving Distance for Geometric Graphs with a Loss Function.
CoRR, 2023

Using persistent homology to understand dimensionality reduction in resting-state fMRI.
CoRR, 2023

NervePool: A Simplicial Pooling Layer.
CoRR, 2023

Robust Zero-crossings Detection in Noisy Signals using Topological Signal Processing.
CoRR, 2023

2022
Comparing Embedded Graphs Using Average Branching Distance.
CoRR, 2022

Persistent Homology of Coarse Grained State Space Networks.
CoRR, 2022

Temporal Network Analysis Using Zigzag Persistence.
CoRR, 2022

Topological Signal Processing using the Weighted Ordinal Partition Network.
CoRR, 2022

2021
Probabilistic convergence and stability of random mapper graphs.
J. Appl. Comput. Topol., 2021

Reeb Graph Metrics from the Ground Up.
CoRR, 2021

Realizable piecewise linear paths of persistence diagrams with Reeb graphs.
CoRR, 2021

A Family of Metrics from the Truncated Smoothing of Reeb Graphs.
Proceedings of the 37th International Symposium on Computational Geometry, 2021

2020
A Structural Average of Labeled Merge Trees for Uncertainty Visualization.
IEEE Trans. Vis. Comput. Graph., 2020

Using persistent homology to quantify a diurnal cycle in hurricanes.
Pattern Recognit. Lett., 2020

Evolutionary homology on coupled dynamical systems with applications to protein flexibility analysis.
J. Appl. Comput. Topol., 2020

Automatic Tree Ring Detection using Jacobi Sets.
CoRR, 2020

A Relative Theory of Interleavings.
CoRR, 2020

Graph Similarity Using PageRank and Persistent Homology.
CoRR, 2020

Using Zigzag Persistent Homology to Detect Hopf Bifurcations in Dynamical Systems.
Algorithms, 2020

Fast and Scalable Complex Network Descriptor Using PageRank and Persistent Homology.
Proceedings of the International Conference on Intelligent Data Science Technologies and Applications, 2020

2019
Intrinsic Interleaving Distance for Merge Trees.
CoRR, 2019

Persistent Homology of Complex Networks for Dynamic State Detection.
CoRR, 2019

Using Persistent Homology to Quantify a Diurnal Cycle in Hurricane Felix.
CoRR, 2019

Topological Mapper for 3D Volumetric Images.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Adaptive Partitioning for Template Functions on Persistence Diagrams.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018
Computing Wasserstein Distance for Persistence Diagrams on a Quantum Computer.
CoRR, 2018

Topological Data Analysis for True Step Detection in Piecewise Constant Signals.
CoRR, 2018

Chatter Classification in Turning Using Machine Learning and Topological Data Analysis.
CoRR, 2018

The ℓ<sup>∞</sup>-Cophenetic Metric for Phylogenetic Trees as an Interleaving Distance.
CoRR, 2018

2017
A User's Guide to Topological Data Analysis.
J. Learn. Anal., July, 2017

2016
Topological and statistical behavior classifiers for tracking applications.
IEEE Trans. Aerosp. Electron. Syst., 2016

Categorified Reeb Graphs.
Discret. Comput. Geom., 2016

Convergence between Categorical Representations of Reeb Space and Mapper.
Proceedings of the 32nd International Symposium on Computational Geometry, 2016

2015
Strong Equivalence of the Interleaving and Functional Distortion Metrics for Reeb Graphs.
Proceedings of the 31st International Symposium on Computational Geometry, 2015

2013
Probabilistic Fréchet Means and Statistics on Vineyards.
CoRR, 2013

2012
Failure filtrations for fenced sensor networks.
Int. J. Robotics Res., 2012


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