TY - GEN AU - Fernández Hilario, Alberto Luis AU - Herrera Triguero, Francisco PY - 2008 UR - https://hdl.handle.net/10481/77912 AB - In many real application areas, the data used are highly skewed and the number of instances for some classes are much higher than that of the other classes. Solving a classification task using such an imbalanced data-set is difficult due to the bias... LA - eng PB - Elsevier KW - Classification KW - Fuzzy rule based classification systems KW - Imbalanced data-sets KW - Genetic fuzzy systems KW - Genetic rule selection KW - Hierarchical fuzzy partitions KW - Inteligencia artificial KW - Artificial intelligence TI - Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets DO - 10.1016/j.ijar.2008.11.004 ER -