John Stewart Fabila-Carrasco

Publications

Journal papers, conference papers, and selected preprints.

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)Links: 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)Links: 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), 2024Links: DOI
  4. Isospectral Graphs via Spectral BracketingJ. S. Fabila-Carrasco, F. Lledo, O. PostLinear Algebra and its Applications, 2024Links: DOI

2023

  1. A Geometric Construction of Isospectral Magnetic GraphsJ. S. Fabila-Carrasco, F. Lledo, O. PostAnalysis and Mathematical Physics, 2023Links: DOI
  2. Dispersion Entropy for Graph SignalsJ. S. Fabila-Carrasco, C. Tan, J. EscuderoChaos, Solitons and Fractals, 2023Links: DOI
  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), 2023Links: DOI

2022

  1. Matching Number, Hamiltonian Graphs, and Magnetic Laplacian MatricesJ. S. Fabila-Carrasco, F. Lledo, O. PostLinear Algebra and its Applications, 2022Links: DOI
  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, 2022Links: Paper PDF
  3. Multivariate Permutation Entropy, a Cartesian Graph Product ApproachJ. S. Fabila-Carrasco, C. Tan, J. EscuderoEuropean Signal Processing Conference (EUSIPCO), 2022Links: DOI
  4. Permutation Entropy for Graph SignalsJ. S. Fabila-Carrasco, C. Tan, J. EscuderoIEEE Transactions on Signal and Information Processing over Networks, 2022Links: DOI · Paper

2021

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

2020

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

2019

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

2018

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

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, 2016Links: DOI