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09/14/2023
Malicious Cyber Activity Detection Using Zigzag Persistence
In this study we synthesize zigzag persistence from topological data ana...
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07/21/2023
Formal Concept Lattice Representations and Algorithms for Hypergraphs
There is increasing focus on analyzing data represented as hypergraphs, ...
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02/06/2023
Topological Analysis of Temporal Hypergraphs
In this work we study the topological properties of temporal hypergraphs...
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12/01/2022
Experimental Observations of the Topology of Convolutional Neural Network Activations
Topological data analysis (TDA) is a branch of computational mathematics...
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01/27/2022
High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis
Hypergraphs offer flexible and robust data representations for many appl...
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05/21/2021
Sheaves as a Framework for Understanding and Interpreting Model Fit
As data grows in size and complexity, finding frameworks which aid in in...
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10/22/2020