TY - GEN AU - Fernández Hilario, Alberto Luis AU - García López, Salvador AU - Herrera Triguero, Francisco PY - 2007 UR - https://hdl.handle.net/10481/77897 AB - In this contribution we carry out an analysis of the rule weights and Fuzzy Reasoning Methods for Fuzzy Rule Based Classification Systems in the framework of imbalanced data-sets with a high imbalance degree. We analyze the behaviour of the Fuzzy... LA - eng PB - Springer KW - Fuzzy rule based classification systems KW - Over-sampling KW - Imbalanced Data-sets KW - Rule weight KW - Fuzzy Reasoning Method KW - Inteligencia artificial KW - Artificial intelligence TI - An Analysis of the Rule Weights and Fuzzy Reasoning Methods for Linguistic Rule Based Classification Systems Applied to Problems with Highly Imbalanced Data Sets ER -