Publicaciones (28) Publicaciones de JESÚS ALCALÁ FERNÁNDEZ

2023

  1. Explainable artificial intelligence to predict and identify prostate cancer tissue by gene expression

    Computer Methods and Programs in Biomedicine, Vol. 240

  2. Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy

    Fuzzy Sets and Systems, Vol. 465

  3. Omics Data Preprocessing for Machine Learning: A Case Study in Childhood Obesity

    Genes, Vol. 14, Núm. 2

  4. Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity

    Computers in Biology and Medicine, Vol. 163

2022

  1. Gene Expression Profiles of Visceral and Subcutaneous Adipose Tissues in Children with Overweight or Obesity: The KIDADIPOSEQ Project

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

  2. Human Multi-omics Data Pre-processing for Predictive Purposes Using Machine Learning: A Case Study in Childhood Obesity

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

  3. Mining high average-utility sequential rules to identify high-utility gene expression sequences in longitudinal human studies

    Expert Systems with Applications, Vol. 193

  4. Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension

    International Journal of Fuzzy Systems, Vol. 24, Núm. 7, pp. 3082-3103

2020

  1. Temporal association rule mining: An overview considering the time variable as an integral or implied component

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 10, Núm. 4

2019

  1. Describing Sequential Association Patterns from Longitudinal Microarray Data Sets in Humans

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

2018

  1. Analyzing gender disparities in STEAM: a Case Study from Bioinformatics Workshops in the University of Granada

    Enseñanza y aprendizaje de ingeniería de computadores: Revista de Experiencias Docentes en Ingeniería de Computadores, Núm. 8, pp. 5-16

  2. El uso de Ciudades Inteligentes y el paradigma STEAM como metodología de aprendizaje basado en proyectos y desarrollo de competencias

    Edunovatic 2017. Conference proceedings: 2nd Virtual International Conference on Education, Innovation and ICT. 12 - 14 December, 2017

  3. Interoperability for Embedded Systems in JFML Software: An Arduino-based implementation

    2018 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)

  4. Metodología de desarrollo de competencias y aprendizaje basado en proyectos en un entorno de Ciudades Inteligentes mediante Internet de las Cosas

    Transforming education for a changing world (Adaya Press), pp. 10-19

  5. Nuevo módulo de conexión inalámbrico vía bluetooth con Arduino en la librería JFML

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2016

  1. New open source modules in KEEL to analyze and export fuzzy association rules

    2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016

2014

  1. Analyzing Fuzzy Association Rules with Fingrams in KEEL

    2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)

  2. FAR-Fingrams. A visual tool for interpretability analysis of fuzzy association rules

    Mathware & soft computing: The Magazine of the European Society for Fuzzy Logic and Technology, Vol. 21, Núm. 1, pp. 20-22

2013

  1. Interpretability analysis of fuzzy association rules supported by fingrams

    PROCEEDINGS OF THE 8TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT-13)

2012

  1. jFuzzyLogic: A Robust and Flexible Fuzzy-Logic Inference System Language Implementation

    2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)