Paul Samuel Ignacio

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Delaunay Triangulations

Atrial Fibrillation

Hierarchical Clustering Algorithm

Top Venues

Publications

Paul Samuel Ignacio
Detection of Fibrillatory Episodes in Atrial Fibrillation Rhythms via Topology-informed Machine Learning. ICMVA (2023)
John Rick Manzanares, Paul Samuel Ignacio
Stable Homology-Based Cycle Centrality Measures for Weighted Graphs. CoRR (2022)
Paul Samuel Ignacio
Leveraging Period-Specific Variations in ECG Topology for Classification Tasks. CinC (2021)
Paul Samuel Ignacio
Intrinsic Hierarchical Clustering Behavior Recovers Higher Dimensional Shape Information. CCWC (2021)
Paul Samuel Ignacio, Jay-Anne Bulauan, David Uminsky
Lumáwig: An Efficient Algorithm for Dimension Zero Bottleneck Distance Computation in Topological Data Analysis. Algorithms 13 (11) (2020)
Paul Samuel Ignacio, Jay-Anne Bulauan, David Uminsky
LUMÁWIG: An Efficient Algorithm for Dimension Zero Bottleneck Distance Computation in Topological Data Analysis. CoRR (2020)
Paul Samuel Ignacio, Jay-Anne Bulauan, John Rick Manzanares
A Topology Informed Random Forest Classifier for ECG Classification. CinC (2020)
Paul Samuel Ignacio
Intrinsic Hierarchical Clustering Behavior Recovers Higher Dimensional Shape Information. CoRR (2020)
Paul Samuel Ignacio, Christopher Dunstan, Esteban Escobar, Luke Trujillo, David Uminsky
Classification of Single-Lead Electrocardiograms: TDA Informed Machine Learning. ICMLA (2019)
Paul Samuel Ignacio, David Uminsky, Christopher Dunstan, Esteban Escobar, Luke Trujillo
Classification of Single-lead Electrocardiograms: TDA Informed Machine Learning. CoRR (2019)
Paul Samuel Ignacio, Isabel K. Darcy
Tracing patterns and shapes in remittance and migration networks via persistent homology. EPJ Data Sci. 8 (1) (2019)