667 citations · 844 across the 28 of their papers we have counts for
4 papers · 1 filter
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel +1
Topological data analysis (TDA) delivers invaluable and complementary information on the intrinsic properties of data inaccessible to conventional methods. However, high computatio…
Learning on Health Fairness and Environmental Justice via Interactive Visualization
Abdullah-Al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee +5
This paper introduces an interactive visualization interface with a machine learning consensus analysis that enables the researchers to explore the impact of atmospheric and socioe…
Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets
Yuzhou Chen, Tian Jiang, Miguel Heleno +2
Nowadays, it is broadly recognized in the power system community that to meet the ever expanding energy sector's needs, it is no longer possible to rely solely on physics-based mod…
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
Andac Demir, Baris Coskunuzer, Ignacio Segovia-Dominguez +3
In computer-aided drug discovery (CADD), virtual screening (VS) is used for identifying the drug candidates that are most likely to bind to a molecular target in a large library of…