Elizabeth Munch

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 47

Top Topics

Topological Features

Persistent Homology

Top Venues

J. Appl. Comput. Topol.

Publications

Erin Wolf Chambers, Elizabeth Munch, Sarah Percival, Xinyi Wang
A Distance for Geometric Graphs via the Labeled Merge Tree Interleaving Distance. CoRR (2024)
Sunia Tanweer, Firas A. Khasawneh, Elizabeth Munch
Robust Zero-crossings Detection in Noisy Signals using Topological Signal Processing. CoRR (2023)
Audun Myers, Firas A. Khasawneh, Elizabeth Munch
Persistence of Weighted Ordinal Partition Networks for Dynamic State Detection. SIAM J. Appl. Dyn. Syst. 22 (1) (2023)
Jose A. Perea, Elizabeth Munch, Firas A. Khasawneh
Approximating Continuous Functions on Persistence Diagrams Using Template Functions. Found. Comput. Math. 23 (4) (2023)
Elizabeth Munch
An Invitation to the Euler Characteristic Transform. CoRR (2023)
Audun Myers, David Muñoz, Firas A. Khasawneh, Elizabeth Munch
Correction: Temporal network analysis using zigzag persistence. EPJ Data Sci. 12 (1) (2023)
Ty Easley, Kevin Freese, Elizabeth Munch, Janine Bijsterbosch
Using persistent homology to understand dimensionality reduction in resting-state fMRI. CoRR (2023)
Erin W. Chambers, Elizabeth Munch, Sarah Percival, Bei Wang
Bounding the Interleaving Distance for Geometric Graphs with a Loss Function. CoRR (2023)
Audun Myers, David Muñoz, Firas A. Khasawneh, Elizabeth Munch
Temporal network analysis using zigzag persistence. EPJ Data Sci. 12 (1) (2023)
Sarah McGuire, Elizabeth Munch, Matthew J. Hirn
NervePool: A Simplicial Pooling Layer. CoRR (2023)
Levent Batakci, Abigail Branson, Bryan Castillo, Candace Todd, Erin Wolf Chambers, Elizabeth Munch
Comparing Embedded Graphs Using Average Branching Distance. CoRR (2022)
Audun Myers, Firas A. Khasawneh, Elizabeth Munch
Topological Signal Processing using the Weighted Ordinal Partition Network. CoRR (2022)
Audun Myers, Firas A. Khasawneh, Elizabeth Munch
Temporal Network Analysis Using Zigzag Persistence. CoRR (2022)
Audun D. Myers, Firas A. Khasawneh, Elizabeth Munch
Persistent Homology of Coarse Grained State Space Networks. CoRR (2022)
Adam Brown, Omer Bobrowski, Elizabeth Munch, Bei Wang
Probabilistic convergence and stability of random mapper graphs. J. Appl. Comput. Topol. 5 (1) (2021)
Brian Bollen, Erin W. Chambers, Joshua A. Levine, Elizabeth Munch
Reeb Graph Metrics from the Ground Up. CoRR (2021)
Erin Wolf Chambers, Elizabeth Munch, Tim Ophelders
A Family of Metrics from the Truncated Smoothing of Reeb Graphs. SoCG (2021)
Rehab Alharbi, Erin Wolf Chambers, Elizabeth Munch
Realizable piecewise linear paths of persistence diagrams with Reeb graphs. CoRR (2021)
Mustafa Hajij, Elizabeth Munch, Paul Rosen
Graph Similarity Using PageRank and Persistent Homology. CoRR (2020)
Kayla Makela, Tim Ophelders, Michelle Quigley, Elizabeth Munch, Daniel H. Chitwood, Asia Dowtin
Automatic Tree Ring Detection using Jacobi Sets. CoRR (2020)
Mustafa Hajij, Elizabeth Munch, Paul Rosen
Fast and Scalable Complex Network Descriptor Using PageRank and Persistent Homology. IDSTA (2020)
Erin Wolf Chambers, Elizabeth Munch, Tim Ophelders
A family of metrics from the truncated smoothing of Reeb graphs. CoRR (2020)
Sarah Tymochko, Elizabeth Munch, Firas A. Khasawneh
Using Zigzag Persistent Homology to Detect Hopf Bifurcations in Dynamical Systems. Algorithms 13 (11) (2020)
Sarah Tymochko, Elizabeth Munch, Jason Dunion, Kristen Corbosiero, Ryan Torn
Using persistent homology to quantify a diurnal cycle in hurricanes. Pattern Recognit. Lett. 133 (2020)
Sarah Tymochko, Elizabeth Munch, Firas A. Khasawneh
Using Zigzag Persistent Homology to Detect Hopf Bifurcations in Dynamical Systems. CoRR (2020)
Zixuan Cang, Elizabeth Munch, Guo-Wei Wei
Evolutionary homology on coupled dynamical systems with applications to protein flexibility analysis. J. Appl. Comput. Topol. 4 (4) (2020)
Magnus Bakke Botnan, Justin Curry, Elizabeth Munch
A Relative Theory of Interleavings. CoRR (2020)
Lin Yan, Yusu Wang, Elizabeth Munch, Ellen Gasparovic, Bei Wang
A Structural Average of Labeled Merge Trees for Uncertainty Visualization. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Adam Brown, Omer Bobrowski, Elizabeth Munch, Bei Wang
Probabilistic Convergence and Stability of Random Mapper Graphs. CoRR (2019)
Lin Yan, Yusu Wang, Elizabeth Munch, Ellen Gasparovic, Bei Wang
A Structural Average of Labeled Merge Trees for Uncertainty Visualization. CoRR (2019)
Ellen Gasparovic, Elizabeth Munch, Steve Oudot, Katharine Turner, Bei Wang, Yusu Wang
Intrinsic Interleaving Distance for Merge Trees. CoRR (2019)
Melih C. Yesilli, Sarah Tymochko, Firas A. Khasawneh, Elizabeth Munch
Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector. ICMLA (2019)
Daniel H. Chitwood, Mitchell Eithun, Elizabeth Munch, Tim Ophelders
Topological Mapper for 3D Volumetric Images. ISMM (2019)
Jose A. Perea, Elizabeth Munch, Firas A. Khasawneh
Approximating Continuous Functions on Persistence Diagrams Using Template Functions. CoRR (2019)
Sarah Tymochko, Elizabeth Munch, Jason Dunion, Kristen Corbosiero, Ryan Torn
Using Persistent Homology to Quantify a Diurnal Cycle in Hurricane Felix. CoRR (2019)
Melih C. Yesilli, Sarah Tymochko, Firas A. Khasawneh, Elizabeth Munch
Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector. CoRR (2019)
Sarah Tymochko, Elizabeth Munch, Firas A. Khasawneh
Adaptive Partitioning for Template Functions on Persistence Diagrams. ICMLA (2019)
Sarah Tymochko, Elizabeth Munch, Firas A. Khasawneh
Adaptive Partitioning for Template Functions on Persistence Diagrams. CoRR (2019)
Audun Myers, Elizabeth Munch, Firas A. Khasawneh
Persistent Homology of Complex Networks for Dynamic State Detection. CoRR (2019)
Firas A. Khasawneh, Elizabeth Munch
Topological Data Analysis for True Step Detection in Piecewise Constant Signals. CoRR (2018)
Elizabeth Munch, Anastasios Stefanou
-Cophenetic Metric for Phylogenetic Trees as an Interleaving Distance. CoRR (2018)
Jesse Berwald, Joel M. Gottlieb, Elizabeth Munch
Computing Wasserstein Distance for Persistence Diagrams on a Quantum Computer. CoRR (2018)
Firas A. Khasawneh, Elizabeth Munch, Jose A. Perea
Chatter Classification in Turning Using Machine Learning and Topological Data Analysis. CoRR (2018)
Elizabeth Munch
A User's Guide to Topological Data Analysis. J. Learn. Anal. 4 (2) (2017)
Elizabeth Munch, Bei Wang
Convergence between Categorical Representations of Reeb Space and Mapper. SoCG (2016)
Paul Bendich, Sang Peter Chin, Jesse Clarke, Jonathan deSena, John Harer, Elizabeth Munch, Andrew Newman, David Porter, David Rouse, Nate Strawn, Adam Watkins
Topological and statistical behavior classifiers for tracking applications. IEEE Trans. Aerosp. Electron. Syst. 52 (6) (2016)
Vin de Silva, Elizabeth Munch, Amit Patel
Categorified Reeb Graphs. Discret. Comput. Geom. 55 (4) (2016)
Elizabeth Munch, Bei Wang
Convergence between Categorical Representations of Reeb Space and Mapper. CoRR (2015)
Ulrich Bauer, Elizabeth Munch, Yusu Wang
Strong Equivalence of the Interleaving and Functional Distortion Metrics for Reeb Graphs. SoCG (2015)
Vin de Silva, Elizabeth Munch, Amit Patel
Categorified Reeb Graphs. CoRR (2015)
Paul Bendich, Sang Peter Chin, Jesse Clarke, Jonathan deSena, John Harer, Elizabeth Munch, Andrew Newman, David Porter, David Rouse, Nate Strawn, Adam Watkins
Topological and Statistical Behavior Classifiers for Tracking Applications. CoRR (2014)
Ulrich Bauer, Elizabeth Munch, Yusu Wang
Strong Equivalence of the Interleaving and Functional Distortion Metrics for Reeb Graphs. CoRR (2014)
Elizabeth Munch, Paul Bendich, Katharine Turner, Sayan Mukherjee, Jonathan Mattingly, John Harer
Probabilistic Fréchet Means and Statistics on Vineyards. CoRR (2013)
Elizabeth Munch, Michael Shapiro, John Harer
Failure filtrations for fenced sensor networks. Int. J. Robotics Res. 31 (9) (2012)
Elizabeth Munch, Michael Shapiro, John Harer
Failure Filtrations for Fenced Sensor Networks CoRR (2011)