John Fabila-CarrascoGraphs · Signals · Machine Learning

Publications

My papers on graph learning, spectral graph theory, and graph signals.

15 peer-reviewed papers; the full list also includes selected preprints. Google Scholar

17 of 17 records

2025

  1. Signed Laplacians for Constrained Graph Clustering

    J. S. Fabila-Carrasco, H. Sun

    International Conference on Machine Learning (ICML), 2025

    PaperPDF

2024

  1. Graph Permutation Entropy: Extensions to the Continuous Case, A Step Towards Ordinal Deep Learning, and More

    O. Roy, A. Campbell-Cousins, J. S. Fabila-Carrasco, M. Parra, J. Escudero

    arXiv, 2024 · Preprint

    arXiv

  2. Graph-Based Multivariate Multiscale Dispersion Entropy: Efficient Implementation and Applications to Real-World Network Data

    J. S. Fabila-Carrasco, C. Tan, J. Escudero

    arXiv, 2024 · Preprint

    arXiv

  3. Graph-based Permutation Patterns for the Analysis of Task-related fMRI Signals on DTI Networks in Mild Cognitive Impairment

    J. S. Fabila-Carrasco, A. Campbell-Cousins, M. A. Parra-Rodriguez, J. Escudero

    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

    DOI

  4. Isospectral Graphs via Spectral Bracketing

    J. S. Fabila-Carrasco, F. Lledo, O. Post

    Linear Algebra and its Applications, 2024

    DOI

2023

  1. A Geometric Construction of Isospectral Magnetic Graphs

    J. S. Fabila-Carrasco, F. Lledo, O. Post

    Analysis and Mathematical Physics, 2023

    DOI

  2. Dispersion Entropy for Graph Signals

    J. S. Fabila-Carrasco, C. Tan, J. Escudero

    Chaos, Solitons and Fractals, 2023

    DOI

  3. Graph-based Multivariate Multiscale Permutation Entropy: Study of Robustness to Noise and Application to Two-Phase Flow Data

    J. S. Fabila-Carrasco, C. Tan, J. Escudero

    European Signal Processing Conference (EUSIPCO), 2023

    DOI

2022

  1. Matching Number, Hamiltonian Graphs, and Magnetic Laplacian Matrices

    J. S. Fabila-Carrasco, F. Lledo, O. Post

    Linear Algebra and its Applications, 2022

    DOI

  2. Multivariate Permutation Entropy via the Cartesian Graph Product to Analyse Two-Phase Flow

    J. S. Fabila-Carrasco, C. Tan, J. Escudero

    Complex Networks and Their Applications, 2022

    PDF

  3. Multivariate Permutation Entropy, a Cartesian Graph Product Approach

    J. S. Fabila-Carrasco, C. Tan, J. Escudero

    European Signal Processing Conference (EUSIPCO), 2022

    DOI

  4. Permutation Entropy for Graph Signals

    J. S. Fabila-Carrasco, C. Tan, J. Escudero

    IEEE Transactions on Signal and Information Processing over Networks, 2022

    DOIPaper

2021

  1. Entropy Metrics for Graph Signals

    J. S. Fabila-Carrasco, C. Tan, J. Escudero

    Complex Networks and Their Applications, 2021

    PDF

2020

  1. Spectral Preorder and Perturbations of Discrete Weighted Graphs

    J. S. Fabila-Carrasco, F. Lledo, O. Post

    Mathematische Annalen, 2020

    DOI

2019

  1. Covering Graphs, Magnetic Spectral Gaps and Applications to Polymers and Nanoribbons

    J. S. Fabila-Carrasco, F. Lledo

    Symmetry, 2019

    DOI

2018

  1. Spectral Gaps and Discrete Magnetic Laplacians

    J. S. Fabila-Carrasco, F. Lledo, O. Post

    Linear Algebra and its Applications, 2018

    DOI

2016

  1. Trends in Traffic Fatalities in Mexico: Examining Progress on the Decade of Action for Road Safety 2011-2020

    A. Cervantes-Trejo, I. Leenen, J. S. Fabila-Carrasco, R. Rojas-Vargas

    International Journal of Public Health, 2016

    DOI