Purvine, Emilie

1. Hypergraph Models of Biological Networks to Identify Genes Critical to Pathogenic Viral Response
   2020/10/06 by Song Feng, Feng, Song, Emily Heath +53 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Microbial Metabolic Engineering and Bioproduction #Computational Drug Discovery Methods
2. Hypernetwork Science via High-Order Hypergraph Walks
   2019/06/26 by Aksoy, Sinan G., Joslyn, Cliff, Marrero, Carlos Ortiz +2 · 4 citations
   #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistics and Probability (physics.data-an)
3. Experimental Observations of the Topology of Convolutional Neural Network Activations
   2022/12/01 by Purvine, Emilie, Brown, Davis, Jefferson, Brett +6 · 5 citations
   #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. The SVD of Convolutional Weights: A CNN Interpretability Framework
   2022/08/14 by Brenda Praggastis, Praggastis, Brenda, Davis Brown +9 · 2 citations
   Computer Science · #05C65 #68T01 #68T07 #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
5. HyperNetX: A Python package for modeling complex network data as hypergraphs
   2023/10/17 by Brenda Praggastis, Sinan G. Aksoy, Praggastis, Brenda +13 · 2 citations
   Computer Science · Physics and Astronomy · Psychology · #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Mathematical Software (cs.MS) #Mental Health Research Topics
6. Relative Hausdorff Distance for Network Analysis
   2019/06/12 by Aksoy, Sinan G., Nowak, Kathleen E., Purvine, Emilie +1 · 1 citation
   #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
7. Topological Simplifications of Hypergraphs
   2021/04/22 by Zhou, Youjia, Rathore, Archit, Purvine, Emilie +1 · 1 citation
   #Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Human-Computer Interaction (cs.HC)
8. Sheaves as a Framework for Understanding and Interpreting Model Fit
   2021/05/21 by Kvinge, Henry, Jefferson, Brett, Joslyn, Cliff +1 · 1 citation
   #Algebraic Topology (math.AT) #Category Theory (math.CT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
9. Any Graph is a Mapper Graph
   2024/08/20 by Alvarado, Enrique G, Belton, Robin, Lee, Kang-Ju +4 · 2 citations
   #Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics
10. A survey of simplicial, relative, and chain complex homology theories for hypergraphs
    2024/09/26 by Gasparovic, Ellen, Purvine, Emilie, Sazdanovic, Radmila +3 · 1 citation
    #55N35 #Algebraic Topology (math.AT) #FOS: Mathematics