Publications dans lesquelles il/elle collabore avec ALBERTO LUIS FERNÁNDEZ HILARIO (10)

2022

  1. The impact of heterogeneous distance functions on missing data imputation and classification performance

    Engineering Applications of Artificial Intelligence, Vol. 111

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

2011

  1. Addressing data complexity for imbalanced data sets: Analysis of SMOTE-based oversampling and evolutionary undersampling

    Soft Computing, Vol. 15, Núm. 10, pp. 1909-1936

  2. 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

  3. Using KEEL software as a educational tool: A case of study teaching data mining

    Proceedings of the 2011 7th International Conference on Next Generation Web Services Practices, NWeSP 2011

2010

  1. Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

    Information Sciences, Vol. 180, Núm. 10, pp. 2044-2064

  2. Genetics-based machine learning for rule induction: State of the art, taxonomy, and comparative study

    IEEE Transactions on Evolutionary Computation, Vol. 14, Núm. 6, pp. 913-941

2009

  1. A study of statistical techniques and performance measures for genetics-based machine learning: Accuracy and interpretability

    Soft Computing, Vol. 13, Núm. 10, pp. 959-977

  2. Addressing data-complexity for imbalanced data-sets: A preliminary study on the use of preprocessing for C4.5

    ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications

  3. Implementation and integration of algorithms into the KEEL data-mining software tool

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