Publications in collaboration with researchers from Universidad Veracruzana (13)

2024

  1. ClassNoise: An R package for modeling, generating, and validating data with class noise

    SoftwareX, Vol. 26

2023

  1. dplbnDE: An R package for discriminative parameter learning of Bayesian Networks by Differential Evolution

    SoftwareX, Vol. 23

2020

  1. Towards an Agent-Based Model for the Analysis of Macroeconomic Signals

    Studies in Computational Intelligence (Springer), pp. 551-565

  2. Windowing as a Sub-Sampling Method for Distributed Data Mining

    Mathematical and Computational Applications, Vol. 25, Núm. 3

2019

  1. Micro-foundations of macroeconomic dynamics: The agent-based BAM model

    Frontiers in Artificial Intelligence and Applications

  2. Modeling and implementing distributed data mining strategies in JaCa-DDM

    Knowledge and Information Systems, Vol. 60, Núm. 1, pp. 99-143

2017

  1. A Windowing strategy for Distributed Data Mining optimized through GPUs

    Pattern Recognition Letters, Vol. 93, pp. 23-30

2015

  1. A Windowing based GPU optimized strategy for the induction of Decision Trees in JaCa-DDM

    Frontiers in Artificial Intelligence and Applications

  2. Instructive Social Learning on Jason

    Frontiers in Artificial Intelligence and Applications

2013

  1. An agents and artifacts approach to distributed data mining

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Jason Intentional Learning: An operational semantics

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012

  1. Towards a model for urban mobility social simulation: A perspective from J-MADeM decision-making

    Progress in Artificial Intelligence, Vol. 1, Núm. 2, pp. 149-156

2011

  1. A J-MADeM agent-based social simulation to model urban mobility

    Advances in Intelligent and Soft Computing