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ORCIDEmilie Purvine
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2020 – today
- 2024
[j11]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): 6016 (2024)- [i22]Enrique G. Alvarado, Robin Belton, Kang-Ju Lee, Sourabh Palande, Sarah Percival, Emilie Purvine, Sarah Tymochko:
Any Graph is a Mapper Graph. CoRR abs/2408.11180 (2024) - 2023
- [j10]Youjia Zhou, Archit Rathore, Emilie Purvine, Bei Wang:
Topological Simplifications of Hypergraphs. IEEE Trans. Vis. Comput. Graph. 29(7): 3209-3225 (2023) - [c10]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: 9470-9479 - [c9]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: 1-8 - [c8]Audun Myers, Cliff A. Joslyn, Bill Kay, Emilie Purvine, Gregory Roek, Madelyn Shapiro:
Topological Analysis of Temporal Hypergraphs. WAW 2023: 127-146 - [i21]Audun Myers, Cliff A. Joslyn, Bill Kay, Emilie Purvine, Gregory Roek, Madelyn Shapiro:
Topological Analysis of Temporal Hypergraphs. CoRR abs/2302.02857 (2023) - [i20]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 abs/2309.06634 (2023) - [i19]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 abs/2309.08010 (2023) - [i18]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 abs/2310.11626 (2023) - [i17]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 abs/2311.16154 (2023) - [i16]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 abs/2312.00023 (2023) - 2022
- [i15]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 abs/2204.01142 (2022) - [i14]Brenda Praggastis, Davis Brown, Carlos Ortiz Marrero, Emilie Purvine, Madelyn Shapiro, Bei Wang:
The SVD of Convolutional Weights: A CNN Interpretability Framework. CoRR abs/2208.06894 (2022) - [i13]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 abs/2212.00222 (2022) - 2021
- [j9]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): 287 (2021) - [c7]Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine:
Sheaves as a Framework for Understanding and Interpreting Model Fit. ICCVW 2021: 4205-4213 - [c6]Sarah Tymochko, Julien Chaput, Timothy Doster, Emilie Purvine, Jackson Warley, Tegan Emerson:
Con Connections: Detecting Fraud from Abstracts using Topological Data Analysis. ICMLA 2021: 403-408 - [i12]Youjia Zhou, Archit Rathore, Emilie Purvine, Bei Wang:
Topological Simplifications of Hypergraphs. CoRR abs/2104.11214 (2021) - [i11]Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine:
Sheaves as a Framework for Understanding and Interpreting Model Fit. CoRR abs/2105.10414 (2021) - 2020
- [j8]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): 16 (2020) - [j7]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): 425-454 (2020) - [j6]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): 3418 (2020) - [c5]Jesun Sahariar Firoz, Louis Jenkins, Cliff A. Joslyn, Brenda Praggastis, Emilie Purvine, Mark Raugas:
Computing Hypergraph Homology in Chapel. IPDPS Workshops 2020: 667-670 - [c4]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: 1-15 - [i10]Cliff A. Joslyn, Sinan Aksoy, Tiffany J. Callahan, Lawrence E. Hunter, Brett A. Jefferson, Brenda Praggastis, Emilie A. H. Purvine, Ignacio J. Tripodi:
Hypernetwork Science: From Multidimensional Networks to Computational Topology. CoRR abs/2003.11782 (2020) - [i9]Sinan G. Aksoy, Emilie Purvine, Stephen J. Young:
Directional Laplacian Centrality for Cyber Situational Awareness. CoRR abs/2008.04357 (2020) - [i8]Sarah Tymochko, Zachary New, Lucius Bynum, Emilie Purvine, Timothy Doster, Julien Chaput, Tegan Emerson:
Argumentative Topology: Finding Loop(holes) in Logic. CoRR abs/2011.08952 (2020)
2010 – 2019
- 2019
- [j5]Sinan G. Aksoy, Kathleen E. Nowak, Emilie Purvine, Stephen J. Young:
Relative Hausdorff distance for network analysis. Appl. Netw. Sci. 4(1): 80:1-80:25 (2019) - [j4]Sinan G. Aksoy, Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar:
A generative graph model for electrical infrastructure networks. J. Complex Networks 7(1): 128-162 (2019) - [j3]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): 477-499 (2019) - [i7]Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier:
Local Versus Global Distances for Zigzag Persistence Modules. CoRR abs/1903.08298 (2019) - [i6]Sinan G. Aksoy, Kathleen E. Nowak, Emilie Purvine, Stephen J. Young:
Relative Hausdorff Distance for Network Analysis. CoRR abs/1906.04936 (2019) - [i5]Sinan G. Aksoy, Cliff A. Joslyn, Carlos Ortiz Marrero, Brenda Praggastis, Emilie Purvine:
Hypernetwork Science via High-Order Hypergraph Walks. CoRR abs/1906.11295 (2019) - 2018
- [c3]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: 3:1-3:15 - [c2]Emilie Purvine, Sinan G. Aksoy, Cliff A. Joslyn, Kathleen Nowak, Brenda Praggastis, Michael Robinson:
A Topological Approach to Representational Data Models. HCI (4) 2018: 90-109 - [i4]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 - [i3]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 abs/1812.05282 (2018) - 2017
- [j2]Cliff A. Joslyn, Alex Pogel, Emilie Purvine:
Interval-Valued Rank in Finite Ordered Sets. Order 34(3): 491-512 (2017) - [j1]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): 263-276 (2017) - [i2]Sinan G. Aksoy, Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar:
A generative graph model for electrical infrastructure networks. CoRR abs/1711.11098 (2017) - [i1]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 abs/1712.06224 (2017) - 2016
- [c1]Emilie Purvine, John R. Johnson, Chaomei Lo:
A Graph-Based Impact Metric for Mitigating Lateral Movement Cyber Attacks. SafeConfig@CCS 2016: 45-52
Coauthor Index
aka: Sinan Aksoy
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last updated on 2024-10-07 22:15 CEST by the dblp team
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