Paul Samuel Ignacio

According to our database, Paul Samuel Ignacio authored at least 7 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Stable Homology-Based Cycle Centrality Measures for Weighted Graphs.

John Rick Manzanares, Paul Samuel Ignacio

CoRR, 2022

2021

Leveraging Period-Specific Variations in ECG Topology for Classification Tasks.

Paul Samuel Ignacio

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Intrinsic Hierarchical Clustering Behavior Recovers Higher Dimensional Shape Information.

Paul Samuel Ignacio

Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

2020

Lumáwig: An Efficient Algorithm for Dimension Zero Bottleneck Distance Computation in Topological Data Analysis.

Paul Samuel Ignacio, Jay-Anne Bulauan, David Uminsky

Algorithms, 2020

A Topology Informed Random Forest Classifier for ECG Classification.

Paul Samuel Ignacio, Jay-Anne Bulauan, John Rick Manzanares

Proceedings of the Computing in Cardiology, 2020

2019

Tracing patterns and shapes in remittance and migration networks via persistent homology.

Paul Samuel Ignacio, Isabel K. Darcy

EPJ Data Sci., 2019

Classification of Single-Lead Electrocardiograms: TDA Informed Machine Learning.

Paul Samuel Ignacio, Christopher Dunstan, Esteban Escobar, Luke Trujillo, David Uminsky

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019