John Fabila-CarrascoPostdoctoral Researcher · Cardiff University

Research record

Publications

15 peer-reviewed papers across graph theory, graph signal processing, machine learning, and applied network analysis. Conference papers and selected preprints are included below.

2025

  1. Signed Laplacians for Constrained Graph ClusteringJ. S. Fabila-Carrasco, H. SunInternational Conference on Machine Learning (ICML), 2025

2024

  1. Graph Permutation Entropy: Extensions to the Continuous Case, A Step Towards Ordinal Deep Learning, and MoreO. Roy, A. Campbell-Cousins, J. S. Fabila-Carrasco, M. Parra, J. EscuderoarXiv, 2024 (preprint)arXiv
  2. Graph-Based Multivariate Multiscale Dispersion Entropy: Efficient Implementation and Applications to Real-World Network DataJ. S. Fabila-Carrasco, C. Tan, J. EscuderoarXiv, 2024 (preprint)arXiv
  3. Graph-based Permutation Patterns for the Analysis of Task-related fMRI Signals on DTI Networks in Mild Cognitive ImpairmentJ. S. Fabila-Carrasco, A. Campbell-Cousins, M. A. Parra-Rodriguez, J. EscuderoIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024DOI
  4. Isospectral Graphs via Spectral BracketingJ. S. Fabila-Carrasco, F. Lledo, O. PostLinear Algebra and its Applications, 2024DOI

2023

  1. A Geometric Construction of Isospectral Magnetic GraphsJ. S. Fabila-Carrasco, F. Lledo, O. PostAnalysis and Mathematical Physics, 2023DOI
  2. Dispersion Entropy for Graph SignalsJ. S. Fabila-Carrasco, C. Tan, J. EscuderoChaos, Solitons and Fractals, 2023DOI
  3. Graph-based Multivariate Multiscale Permutation Entropy: Study of Robustness to Noise and Application to Two-Phase Flow DataJ. S. Fabila-Carrasco, C. Tan, J. EscuderoEuropean Signal Processing Conference (EUSIPCO), 2023DOI

2022

  1. Matching Number, Hamiltonian Graphs, and Magnetic Laplacian MatricesJ. S. Fabila-Carrasco, F. Lledo, O. PostLinear Algebra and its Applications, 2022DOI
  2. Multivariate Permutation Entropy via the Cartesian Graph Product to Analyse Two-Phase FlowJ. S. Fabila-Carrasco, C. Tan, J. EscuderoComplex Networks and Their Applications, 2022Paper
  3. Multivariate Permutation Entropy, a Cartesian Graph Product ApproachJ. S. Fabila-Carrasco, C. Tan, J. EscuderoEuropean Signal Processing Conference (EUSIPCO), 2022DOI
  4. Permutation Entropy for Graph SignalsJ. S. Fabila-Carrasco, C. Tan, J. EscuderoIEEE Transactions on Signal and Information Processing over Networks, 2022DOIPaper

2021

  1. Entropy Metrics for Graph SignalsJ. S. Fabila-Carrasco, C. Tan, J. EscuderoComplex Networks and Their Applications, 2021Paper

2020

  1. Spectral Preorder and Perturbations of Discrete Weighted GraphsJ. S. Fabila-Carrasco, F. Lledo, O. PostMathematische Annalen, 2020DOI

2019

  1. Covering Graphs, Magnetic Spectral Gaps and Applications to Polymers and NanoribbonsJ. S. Fabila-Carrasco, F. LledoSymmetry, 2019DOI

2018

  1. Spectral Gaps and Discrete Magnetic LaplaciansJ. S. Fabila-Carrasco, F. Lledo, O. PostLinear Algebra and its Applications, 2018DOI

2016

  1. Trends in Traffic Fatalities in Mexico: Examining Progress on the Decade of Action for Road Safety 2011-2020A. Cervantes-Trejo, I. Leenen, J. S. Fabila-Carrasco, R. Rojas-VargasInternational Journal of Public Health, 2016DOI