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Classification rule mining using ant programming guided by grammar with multiple Pareto fronts

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  1. Article

    Open Access

    Subgroup Discovery on Multiple Instance Data

    To date, the subgroup discovery (SD) task has been considered in problems where a target variable is unequivocally described by a set of features, also known as instance. Nowadays, however, with the increasing...

    J. M. Luna, C. J. Carmona, A. M. García-Vico in International Journal of Computational Int… (2019)

  2. Article

    Open Access

    Optimization of quality measures in association rule mining: an empirical study

    In the association rule mining field many different quality measures have been proposed over time with the aim of quantifying the interestingness of each discovered rule. In evolutionary computation, many of t...

    J. M. Luna, M. Ondra, H. M. Fardoun in International Journal of Computational Int… (2018)