Paul Samuel Ignacio

11 papers C 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2023 — conf
Detection of Fibrillatory Episodes in Atrial Fibrillation Rhythms via Topology-informed Machine Learning.
ICMVA
Paul Samuel Ignacio
2022 J jnl
Stable Homology-Based Cycle Centrality Measures for Weighted Graphs.
CoRR
John Rick Manzanares, Paul Samuel Ignacio
2021 — conf
Intrinsic Hierarchical Clustering Behavior Recovers Higher Dimensional Shape Information.
CCWC
Paul Samuel Ignacio
2021 — conf
Leveraging Period-Specific Variations in ECG Topology for Classification Tasks.
CinC
Paul Samuel Ignacio
2020 — conf
A Topology Informed Random Forest Classifier for ECG Classification.
CinC
Paul Samuel Ignacio, Jay-Anne Bulauan, John Rick Manzanares
2020 J jnl
Intrinsic Hierarchical Clustering Behavior Recovers Higher Dimensional Shape Information.
CoRR
Paul Samuel Ignacio
2020 J jnl
LUMÁWIG: An Efficient Algorithm for Dimension Zero Bottleneck Distance Computation in Topological Data Analysis.
CoRR
Paul Samuel Ignacio, Jay-Anne Bulauan, David Uminsky
2020 J jnl
Lumáwig: An Efficient Algorithm for Dimension Zero Bottleneck Distance Computation in Topological Data Analysis.
Algorithms
Paul Samuel Ignacio, Jay-Anne Bulauan, David Uminsky
2019 C conf
Classification of Single-Lead Electrocardiograms: TDA Informed Machine Learning.
ICMLA
Paul Samuel Ignacio, Christopher Dunstan, Esteban Escobar, Luke Trujillo, David Uminsky
2019 J jnl
Classification of Single-lead Electrocardiograms: TDA Informed Machine Learning.
CoRR
Paul Samuel Ignacio, David Uminsky, Christopher Dunstan, Esteban Escobar, Luke Trujillo
2019 J jnl
Tracing patterns and shapes in remittance and migration networks via persistent homology.
EPJ Data Sci.
Paul Samuel Ignacio, Isabel K. Darcy