Emilie Purvine

46 papers A* 2C 3Journal 35Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A survey of simplicial, relative, and chain complex homology theories for hypergraphs. J. Appl. Comput. Topol. Ellen Gasparovic, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
2025	J	`jnl`	G-Mapper: Learning a Cover in the Mapper Construction. SIAM J. Math. Data Sci. Enrique G. Alvarado, Robin Belton, Emily Fischer, Kang-Ju Lee, Sourabh Palande, Sarah Percival, Emilie Purvine
2025	J	`jnl`	Large Language Model-Based Reward Design for Deep Reinforcement Learning-Driven Autonomous Cyber Defense. CoRR Sayak Mukherjee, Samrat Chatterjee, Emilie Purvine, Ted Fujimoto, Tegan Emerson
2024	J	`jnl`	Any Graph is a Mapper Graph. CoRR Enrique G. Alvarado, Robin Belton, Kang-Ju Lee, Sourabh Palande, Sarah Percival, Emilie Purvine, Sarah Tymochko
2024	J	`jnl`	HyperNetX: A Python package for modeling complex network data as hypergraphs. J. Open Source Softw. Brenda Praggastis, Sinan G. Aksoy, Dustin Arendt, Mark Bonicillo, Cliff A. Joslyn, Emilie Purvine, Madelyn Shapiro, Ji Young Yun
2023	A*	`conf`	Experimental Observations of the Topology of Convolutional Neural Network Activations. AAAI Emilie Purvine, Davis Brown, Brett A. Jefferson, Cliff A. Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang, Youjia Zhou
2023	J	`jnl`	G-Mapper: Learning a Cover in the Mapper Construction. CoRR Enrique G. Alvarado, Robin Belton, Emily Fischer, Kang-Ju Lee, Sourabh Palande, Sarah Percival, Emilie Purvine
2023	J	`jnl`	HyperNetX: A Python package for modeling complex network data as hypergraphs. CoRR Brenda Praggastis, Sinan G. Aksoy, Dustin Arendt, Mark Bonicillo, Cliff A. Joslyn, Emilie Purvine, Madelyn Shapiro, Ji Young Yun
2023	J	`jnl`	Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data. CoRR 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
2023	J	`jnl`	Malicious Cyber Activity Detection Using Zigzag Persistence. CoRR Audun Myers, Alyson Bittner, Sinan G. Aksoy, Daniel M. Best, Gregory Henselman-Petrusek, Helen Jenne, Cliff A. Joslyn, Bill Kay, Garret Seppala, Stephen J. Young, Emilie Purvine
2023	—	`conf`	Malicious Cyber Activity Detection using Zigzag Persistence. DSC Audun Myers, Alyson Bittner, Sinan G. Aksoy, Daniel M. Best, Gregory Henselman-Petrusek, Helen Jenne, Cliff A. Joslyn, Bill Kay, Garret Seppala, Stephen J. Young, Emilie Purvine
2023	J	`jnl`	Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs. CoRR 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
2023	C	`conf`	Topological Analysis of Temporal Hypergraphs. WAW Audun Myers, Cliff A. Joslyn, Bill Kay, Emilie Purvine, Gregory Roek, Madelyn Shapiro
2023	J	`jnl`	Topological Analysis of Temporal Hypergraphs. CoRR Audun Myers, Cliff A. Joslyn, Bill Kay, Emilie Purvine, Gregory Roek, Madelyn Shapiro
2023	J	`jnl`	Topological Simplifications of Hypergraphs. IEEE Trans. Vis. Comput. Graph. Youjia Zhou, Archit Rathore, Emilie Purvine, Bei Wang
2022	J	`jnl`	Experimental Observations of the Topology of Convolutional Neural Network Activations. CoRR Emilie Purvine, Davis Brown, Brett A. Jefferson, Cliff A. Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang, Youjia Zhou
2022	J	`jnl`	Proceedings of TDA: Applications of Topological Data Analysis to Data Science, Artificial Intelligence, and Machine Learning Workshop at SDM 2022. CoRR R. W. R. Darling, John A. Emanuello, Emilie Purvine, Ahmad Ridley
2022	J	`jnl`	The SVD of Convolutional Weights: A CNN Interpretability Framework. CoRR Brenda Praggastis, Davis Brown, Carlos Ortiz Marrero, Emilie Purvine, Madelyn Shapiro, Bei Wang
2021	C	`conf`	Con Connections: Detecting Fraud from Abstracts using Topological Data Analysis. ICMLA Sarah Tymochko, Julien Chaput, Timothy Doster, Emilie Purvine, Jackson Warley, Tegan Emerson
2021	J	`jnl`	Directional Laplacian Centrality for Cyber Situational Awareness. DTRAP Sinan G. Aksoy, Emilie Purvine, Stephen J. Young
2021	J	`jnl`	Hypergraph models of biological networks to identify genes critical to pathogenic viral response. BMC Bioinform. 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
2021	—	`conf`	Sheaves as a Framework for Understanding and Interpreting Model Fit. ICCVW Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine
2021	J	`jnl`	Sheaves as a Framework for Understanding and Interpreting Model Fit. CoRR Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine
2021	J	`jnl`	Topological Simplifications of Hypergraphs. CoRR Youjia Zhou, Archit Rathore, Emilie Purvine, Bei Wang
2020	J	`jnl`	A Sheaf Theoretical Approach to Uncertainty Quantification of Heterogeneous Geolocation Information. Sensors Cliff A. Joslyn, Lauren E. Charles, Chris DePerno, Nicholas Gould, Kathleen Nowak, Brenda Praggastis, Emilie Purvine, Michael Robinson, Jennifer Strules, Paul Whitney
2020	J	`jnl`	Argumentative Topology: Finding Loop(holes) in Logic. CoRR Sarah Tymochko, Zachary New, Lucius Bynum, Emilie Purvine, Timothy Doster, Julien Chaput, Tegan Emerson
2020	—	`conf`	Computing Hypergraph Homology in Chapel. IPDPS Workshops Jesun Sahariar Firoz, Louis Jenkins, Cliff A. Joslyn, Brenda Praggastis, Emilie Purvine, Mark Raugas
2020	J	`jnl`	Directional Laplacian Centrality for Cyber Situational Awareness. CoRR Sinan G. Aksoy, Emilie Purvine, Stephen J. Young
2020	C	`conf`	Hypergraph Analytics of Domain Name System Relationships. WAW Cliff A. Joslyn, Sinan G. Aksoy, Dustin Arendt, Jesun Firoz, Louis Jenkins, Brenda Praggastis, Emilie Purvine, Marcin Zalewski
2020	J	`jnl`	Hypernetwork science via high-order hypergraph walks. EPJ Data Sci. Sinan G. Aksoy, Cliff A. Joslyn, Carlos Ortiz Marrero, Brenda Praggastis, Emilie Purvine
2020	J	`jnl`	On homotopy types of Vietoris-Rips complexes of metric gluings. J. Appl. Comput. Topol. Michal Adamaszek, Henry Adams, Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
2019	J	`jnl`	A generative graph model for electrical infrastructure networks. J. Complex Networks Sinan G. Aksoy, Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar
2019	J	`jnl`	Hypernetwork Science via High-Order Hypergraph Walks. CoRR Sinan G. Aksoy, Cliff A. Joslyn, Carlos Ortiz Marrero, Brenda Praggastis, Emilie Purvine
2019	J	`jnl`	Local Versus Global Distances for Zigzag Persistence Modules. CoRR Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
2019	J	`jnl`	Relative Hausdorff Distance for Network Analysis. CoRR Sinan G. Aksoy, Kathleen E. Nowak, Emilie Purvine, Stephen J. Young
2019	J	`jnl`	Relative Hausdorff distance for network analysis. Appl. Netw. Sci. Sinan G. Aksoy, Kathleen E. Nowak, Emilie Purvine, Stephen J. Young
2019	J	`jnl`	The relationship between the intrinsic Čech and persistence distortion distances for metric graphs. J. Comput. Geom. Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
2018	—	`conf`	A Topological Approach to Representational Data Models. HCI (4) Emilie Purvine, Sinan G. Aksoy, Cliff A. Joslyn, Kathleen Nowak, Brenda Praggastis, Michael Robinson
2018	—	`conf`	HyperThesis: Topological Hypothesis Management in a Hypergraph Knowledgebase. TAC 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
2018	J	`jnl`	The Relationship Between the Intrinsic Cech and Persistence Distortion Distances for Metric Graphs. CoRR Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
2018	A*	`conf`	Vietoris-Rips and Cech Complexes of Metric Gluings. SoCG Michal Adamaszek, Henry Adams, Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
2017	J	`jnl`	A generative graph model for electrical infrastructure networks. CoRR Sinan G. Aksoy, Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar
2017	J	`jnl`	Comparative study of clustering techniques for real-time dynamic model reduction. Stat. Anal. Data Min. Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar, Zhenyu Huang, Guang Lin, Shuai Lu, Shaobu Wang
2017	J	`jnl`	Interval-Valued Rank in Finite Ordered Sets. Order Cliff A. Joslyn, Alex Pogel, Emilie Purvine
2017	J	`jnl`	Vietoris-Rips and Cech Complexes of Metric Gluings. CoRR Michal Adamaszek, Henry Adams, Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier
2016	—	`conf`	A Graph-Based Impact Metric for Mitigating Lateral Movement Cyber Attacks. SafeConfig@CCS Emilie Purvine, John R. Johnson, Chaomei Lo