Concepedia

Elizabeth Munch

EM

Statistics

Publications

22

Citations

830

H-Index

16

Active since

2014

Affiliations

Michigan State University(Current)

University at Albany, State University of New York

University of Utah

The Ohio State University

SUNY Polytechnic Institute

Elizabeth Munch is an author at Michigan State University specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceKnowledge DiscoveryComputational GeometryData MiningGraph TheoryData ModelingNatural SciencesNetwork Analysis

Publications per year

2014–2023

22

Publications

22

A User’s Guide to Topological Data Analysis

Elizabeth Munch · Journal of Learning Analytics · 2017 · 165 citations · Full text

Engineering, Topology (Electrical Engineering), Data Science +14

Chatter detection in turning using persistent homology

Firas A. Khasawneh, Elizabeth Munch · Mechanical Systems and Signal Processing · 2015 · 134 citations

Engineering, Network Algorithm, Network Analysis +6

Persistent homology of complex networks for dynamic state detection

Audun Myers, Elizabeth Munch, Firas A. Khasawneh · Physical review. E · 2019 · 94 citations · Full text

Probabilistic Fréchet means for time varying persistence diagrams

Elizabeth Munch, Katharine Turner, Paul Bendich et al. · Electronic Journal of Statistics · 2015 · 56 citations · Full text

A Structural Average of Labeled Merge Trees for Uncertainty Visualization

Lin Yan, Yusu Wang, Elizabeth Munch et al. · IEEE Transactions on Visualization and Computer Graphics · 2019 · 53 citations · Full text

Engineering, Scalar Fields, Uncertain Data +21

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