Publicaciones en colaboración con investigadores/as de Universidad de Granada (32)

2018

  1. Health assessment of automotive batteries through computational intelligence-based soft sensors: An empirical study

    Advances in Intelligent Systems and Computing

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

  2. Mining association rules in R using the package RKEEL

    IEEE International Conference on Fuzzy Systems

2016

  1. An extension of the FURIA classification algorithm to low quality data through fuzzy rankings and its application to the early diagnosis of dyslexia

    Neurocomputing, Vol. 176, pp. 60-71

  2. Finding informative code metrics under uncertainty for predicting the pass rate of online courses

    Information Sciences, Vol. 373, pp. 42-56

2015

  1. Genetic learning of the membership functions for mining fuzzy association rules from low quality data

    Information Sciences, Vol. 295, pp. 358-378

  2. Sequential pattern mining applied to aeroengine condition monitoring with uncertain health data

    Engineering Applications of Artificial Intelligence, Vol. 44, pp. 10-24

  3. The behavioral meaning of the median

    Information Sciences, Vol. 294, pp. 127-138

2014

  1. A procedure for extending input selection algorithms to low quality data in modelling problems with application to the automatic grading of uploaded assignments

    Scientific World Journal, Vol. 2014

  2. Bootstrap analysis of multiple repetitions of experiments using an interval-valued multiple comparison procedure

    Journal of Computer and System Sciences

  3. Cost-Sensitive Learning of Fuzzy Rules for Imbalanced Classification Problems Using FURIA

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 22, Núm. 5, pp. 643-675

  4. Selecting the most informative inputs in modelling problems with vague data applied to the search of informative code metrics for continuous assessment in computer science online courses

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

  5. Supervising classrooms comprising children with dyslexia and other learning problems with graphical exploratory analysis for fuzzy data: Presentation of the software tool and case study

    IEEE International Conference on Fuzzy Systems

2013

  1. A genetic fuzzy linguistic combination method for fuzzy rule-based multiclassifiers

    IEEE Transactions on Fuzzy Systems, Vol. 21, Núm. 5, pp. 950-965

  2. An extension of the FURIA classification algorithm to low quality data

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

  3. Boosting fuzzy rules with low quality data in multi-class problems: Open problems and challenges

    Proceedings of the 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, GEFS 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013

  4. CI-LQD: A software tool for modeling and decision making with Low Quality Data

    IEEE International Conference on Fuzzy Systems

  5. Multiobjective genetic classifier selection for random oracles fuzzy rule-based classifier ensembles: How beneficial is the additional diversity?

    Knowledge-Based Systems, Vol. 54, pp. 3-21

2011

  1. KEEL data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework

    Journal of Multiple-Valued Logic and Soft Computing, Vol. 17, Núm. 2-3, pp. 255-287

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