Publicaciones en colaboración con investigadores/as de Universidad de Granada (25)

2023

  1. Enhancing soft computing techniques to actively address imbalanced regression problems

    Expert Systems with Applications, Vol. 234

  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. 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. 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

2021

  1. Meta-Fuzzy Items for Fuzzy Association Rules

    IEEE International Conference on Fuzzy Systems

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. Experimental study on 164 algorithms available in software tools for solving standard non-linear regression problems

    IEEE Access, Vol. 7, pp. 108916-108939

2018

  1. Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007–2017)

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 8, Núm. 2

2017

  1. KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining

    International Journal of Computational Intelligence Systems, Vol. 10, Núm. 1, pp. 1238-1249

2010

  1. Introduction to the experimental design in the data mining tool KEEL

    Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies (IGI Global), pp. 1-25

2009

  1. KEEL: A software tool to assess evolutionary algorithms for data mining problems

    Soft Computing, Vol. 13, Núm. 3, pp. 307-318

2008

  1. A consistency-based procedure to estimate missing pairwise preference values

    International Journal of Intelligent Systems

  2. KEEL: A data mining software tool integrating genetic fuzzy systems

    2008 3rd International Workshop on Genetic and Evolving Fuzzy Systems, GEFS

  3. On the usefulness of MOEAs for getting compact FRBSs under parameter tuning and rule selection

    Studies in Computational Intelligence, Vol. 98, pp. 91-107

2007

  1. A multi-objective evolutionary algorithm for rule selection and tuning on fuzzy rule-based systems

    IEEE International Conference on Fuzzy Systems

  2. A multi-objective evolutionary algorithm for rule selection and tuning on fuzzy rule-based systems

    2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4

  3. A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistic fuzzy rule-based systems

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems

  4. A proposal for the genetic lateral tuning of linguistic fuzzy systems and its interaction with rule selection

    IEEE Transactions on Fuzzy Systems, Vol. 15, Núm. 4, pp. 616-635

  5. Genetic fuzzy systems: What's next? An introduction to the special section

    IEEE Transactions on Fuzzy Systems

  6. Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation

    International Journal of Approximate Reasoning, Vol. 44, Núm. 1, pp. 45-64