Emilie Purvine

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 41

Top Topics

Activity Detection

Hausdorff Distance

Top Venues

Stat. Anal. Data Min.

J. Complex Networks

Publications

Brenda Praggastis, Sinan Aksoy, Dustin Arendt, Mark Bonicillo, Cliff A. Joslyn, Emilie Purvine, Madelyn Shapiro, Ji Young Yun
HyperNetX: A Python package for modeling complex network data as hypergraphs. J. Open Source Softw. 9 (96) (2024)
Helen Jenne, Sinan G. Aksoy, Daniel M. Best, Alyson Bittner, Gregory Henselman-Petrusek, Cliff A. Joslyn, Bill Kay, Audun Myers, Garret Seppala, Jackson Warley, Stephen J. Young, Emilie Purvine
Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs. CoRR (2023)
Enrique Alvarado, Robin Belton, Emily Fischer, Kang-Ju Lee, Sourabh Palande, Sarah Percival, Emilie Purvine
G-Mapper: Learning a Cover in the Mapper Construction. CoRR (2023)
Audun Myers, Alyson Bittner, Sinan Aksoy, Daniel M. Best, Gregory Henselman-Petrusek, Helen Jenne, Cliff A. Joslyn, Bill Kay, Garret Seppala, Stephen J. Young, Emilie Purvine
Malicious Cyber Activity Detection using Zigzag Persistence. DSC (2023)
Audun Myers, Alyson Bittner, Sinan Aksoy, Daniel M. Best, Gregory Henselman-Petrusek, Helen Jenne, Cliff A. Joslyn, Bill Kay, Garret Seppala, Stephen J. Young, Emilie Purvine
Malicious Cyber Activity Detection Using Zigzag Persistence. CoRR (2023)
Brenda Praggastis, Sinan Aksoy, Dustin Arendt, Mark Bonicillo, Cliff A. Joslyn, Emilie Purvine, Madelyn Shapiro, Ji Young Yun
HyperNetX: A Python package for modeling complex network data as hypergraphs. CoRR (2023)
Emilie Purvine, Davis Brown, Brett A. Jefferson, Cliff A. Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang, Youjia Zhou
Experimental Observations of the Topology of Convolutional Neural Network Activations. AAAI (2023)
Bill Kay, Sinan G. Aksoy, Molly Baird, Daniel M. Best, Helen Jenne, Cliff A. Joslyn, Christopher Potvin, Gregory Henselman-Petrusek, Garret Seppala, Stephen J. Young, Emilie Purvine
Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data. CoRR (2023)
Audun Myers, Cliff A. Joslyn, Bill Kay, Emilie Purvine, Gregory Roek, Madelyn Shapiro
Topological Analysis of Temporal Hypergraphs. WAW (2023)
Youjia Zhou, Archit Rathore, Emilie Purvine, Bei Wang
Topological Simplifications of Hypergraphs. IEEE Trans. Vis. Comput. Graph. 29 (7) (2023)
Audun Myers, Cliff A. Joslyn, Bill Kay, Emilie Purvine, Gregory Roek, Madelyn Shapiro
Topological Analysis of Temporal Hypergraphs. CoRR (2023)
Emilie Purvine, Davis Brown, Brett A. Jefferson, Cliff A. Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang, Youjia Zhou
Experimental Observations of the Topology of Convolutional Neural Network Activations. CoRR (2022)
R. W. R. Darling, John A. Emanuello, Emilie Purvine, Ahmad Ridley
Proceedings of TDA: Applications of Topological Data Analysis to Data Science, Artificial Intelligence, and Machine Learning Workshop at SDM 2022. CoRR (2022)
Brenda Praggastis, Davis Brown, Carlos Ortiz Marrero, Emilie Purvine, Madelyn Shapiro, Bei Wang
The SVD of Convolutional Weights: A CNN Interpretability Framework. CoRR (2022)
Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine
Sheaves as a Framework for Understanding and Interpreting Model Fit. ICCVW (2021)
Sarah Tymochko, Julien Chaput, Timothy Doster, Emilie Purvine, Jackson Warley, Tegan Emerson
Con Connections: Detecting Fraud from Abstracts using Topological Data Analysis. ICMLA (2021)
Song Feng, Emily Heath, Brett A. Jefferson, Cliff A. Joslyn, Henry Kvinge, Hugh D. Mitchell, Brenda Praggastis, Amie J. Eisfeld, Amy C. Sims, Larissa B. Thackray, Shufang Fan, Kevin B. Walters, Peter J. Halfmann, Danielle Westhoff-Smith, Qing Tan, Vineet D. Menachery, Timothy P. Sheahan, Adam S. Cockrell, Jacob F. Kocher, Kelly G. Stratton, Natalie C. Heller, Lisa M. Bramer, Michael S. Diamond, Ralph S. Baric, Katrina M. Waters, Yoshihiro Kawaoka, Jason E. McDermott, Emilie Purvine
Hypergraph models of biological networks to identify genes critical to pathogenic viral response. BMC Bioinform. 22 (1) (2021)
Youjia Zhou, Archit Rathore, Emilie Purvine, Bei Wang
Topological Simplifications of Hypergraphs. CoRR (2021)
Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine
Sheaves as a Framework for Understanding and Interpreting Model Fit. CoRR (2021)
Cliff A. Joslyn, Lauren Charles, Chris DePerno, Nicholas Gould, Kathleen Nowak, Brenda Praggastis, Emilie Purvine, Michael Robinson, Jennifer Strules, Paul Whitney
A Sheaf Theoretical Approach to Uncertainty Quantification of Heterogeneous Geolocation Information. Sensors 20 (12) (2020)
Sinan G. Aksoy, Emilie Purvine, Stephen J. Young
Directional Laplacian Centrality for Cyber Situational Awareness. CoRR (2020)
Sarah Tymochko, Zachary New, Lucius Bynum, Emilie Purvine, Timothy Doster, Julien Chaput, Tegan Emerson
Argumentative Topology: Finding Loop(holes) in Logic. CoRR (2020)
Jesun Sahariar Firoz, Louis Jenkins, Cliff A. Joslyn, Brenda Praggastis, Emilie Purvine, Mark Raugas
Computing Hypergraph Homology in Chapel. IPDPS Workshops (2020)
Cliff A. Joslyn, Sinan Aksoy, Dustin Arendt, Jesun Firoz, Louis Jenkins, Brenda Praggastis, Emilie Purvine, Marcin Zalewski
Hypergraph Analytics of Domain Name System Relationships. WAW (2020)
Michal Adamaszek, Henry Adams, Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
On homotopy types of Vietoris-Rips complexes of metric gluings. J. Appl. Comput. Topol. 4 (3) (2020)
Sinan G. Aksoy, Cliff A. Joslyn, Carlos Ortiz Marrero, Brenda Praggastis, Emilie Purvine
Hypernetwork science via high-order hypergraph walks. EPJ Data Sci. 9 (1) (2020)
Sinan G. Aksoy, Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar
A generative graph model for electrical infrastructure networks. J. Complex Networks 7 (1) (2019)
Sinan G. Aksoy, Kathleen E. Nowak, Emilie Purvine, Stephen J. Young
Relative Hausdorff Distance for Network Analysis. CoRR (2019)
Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
The relationship between the intrinsic Čech and persistence distortion distances for metric graphs. J. Comput. Geom. 10 (1) (2019)
Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
Local Versus Global Distances for Zigzag Persistence Modules. CoRR (2019)
Sinan G. Aksoy, Kathleen E. Nowak, Emilie Purvine, Stephen J. Young
Relative Hausdorff distance for network analysis. Appl. Netw. Sci. 4 (1) (2019)
Sinan G. Aksoy, Cliff A. Joslyn, Carlos Ortiz Marrero, Brenda Praggastis, Emilie Purvine
Hypernetwork Science via High-Order Hypergraph Walks. CoRR (2019)
Emilie Purvine, Sinan G. Aksoy, Cliff A. Joslyn, Kathleen Nowak, Brenda Praggastis, Michael Robinson
A Topological Approach to Representational Data Models. HCI (4) (2018)
Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
The Relationship Between the Intrinsic Cech and Persistence Distortion Distances for Metric Graphs. CoRR (2018)
Michal Adamaszek, Henry Adams, Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
Vietoris-Rips and Cech Complexes of Metric Gluings. SoCG (2018)
Cliff A. Joslyn, Michael Robinson, J. Smart, Khushbu Agarwal, David Bridgeland, Adam Brown, Sutanay Choudhury, Brett A. Jefferson, Brenda Praggastis, Emilie Purvine, William P. Smith, Dimitri Zarzhitsky
HyperThesis: Topological Hypothesis Management in a Hypergraph Knowledgebase. TAC (2018)
Sinan G. Aksoy, Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar
A generative graph model for electrical infrastructure networks. CoRR (2017)
Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar, Zhenyu Huang, Guang Lin, Shuai Lu, Shaobu Wang
Comparative study of clustering techniques for real-time dynamic model reduction. Stat. Anal. Data Min. 10 (5) (2017)
Cliff A. Joslyn, Alex Pogel, Emilie Purvine
Interval-Valued Rank in Finite Ordered Sets. Order 34 (3) (2017)
Michal Adamaszek, Henry Adams, Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
Vietoris-Rips and Cech Complexes of Metric Gluings. CoRR (2017)
Emilie Purvine, John R. Johnson, Chaomei Lo
A Graph-Based Impact Metric for Mitigating Lateral Movement Cyber Attacks. SafeConfig@CCS (2016)