A Heuristic Attribute Reduction Based on Multi-Granularity Rough Set

作者:Zhi Li, Pei; Jian Hong, Qi; Li Sha, Liu; Qing Hu, Wang; Ming Yang, Jiang; Xun, Wang
来源:Applied Mechanics and Materials, 2014, 513-517: 973-977.
DOI:10.4028/www.scientific.net/amm.513-517.973

摘要

<jats:p>In 2012, Wang Zuofei built up granularity-function and applied it to the measure of attribute importance and attribute reduction. On this basis, granularity-function based upon pessimistic and optimistic multi-granularity rough set is constructed. It is applied to the calculation of attribute importance and attribute reduction. According to the experimental results, the method can reduce the dimension of features and obviously improve the classification accuracy and efficiency.</jats:p>

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