Research

Publications by categories in reversed chronological order.

2025

  1. CEC
    A first approach to refine semantic spaces in zero-shot learning with a genetic algorithm
    JJ Herrera, Francisco Herrera, and Isaac Triguero
    In 2025 IEEE Congress on Evolutionary Computation (CEC), 2025
    PDF Code Slides
  2. Logic J. IGPL
    Semantic-Inductive Attribute Selection for Zero-Shot Learning
    Juan Jose Herrera-Aranda, Guillermo Gomez-Trenado, Francisco Herrera, and 1 more author
    Logic Journal of the IGPL, 2025
    arXiv Code

2024

  1. HAIS
    A preliminary study on preprocessing the semantic space in zero-shot learning
    Juan José Herrera Aranda, Francisco Herrera, and Isaac Triguero
    In International Conference on Hybrid Artificial Intelligence Systems, 2024
    PDF Code
  2. CAEPIA
    Aprendizaje Generalizado de Cero Ejemplos: Revisión del Estado del Arte y Estudio Preliminar de la Influencia del Preprocesamiento
    In XI Simposio Teoría y Aplicaciones de Minería de Datos, Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA), 2024
    PDF

2023

  1. MSc. Thesis
    Quantum Adversarial Generative Networks
    Juan Jose Herrera-Aranda
    MSc. Thesis, University of Nebrija, Spain, 2023
    PDF

2022

  1. BSc. Thesis
    Development of deep learning models based on recurrent neural networks for the classification of electrocardiograms
    Juan Jose Herrera-Aranda
    BSc. Thesis, University of Granada, Spain, 2022
    PDF