Granularrules have been extensively used for classification in fuzzy datasets to promote the advancement of artificial intelligence. However, due diversity data types, how improve readability extracted granular rules while ensuring efficiency is always a challenge. Since reduct computing (GrC) can simplify real complex problem and dataset, this article carries out rule learning from perspective...

the islamic law considers people’s financial affairs as important and has devised special rules for it so that the citizens may live under their protection. strictness on the usurper of other people’s properties is part of these rules so that no one would dare to encroach upon other people’s properties. this strictness in confronting the usurpers of rights is implied from the traditions and rul...

recently, tuning the weights of the rules in fuzzy rule-base classification systems is researched in order to improve the accuracy of classification. in this paper, a margin-based optimization model, inspired by support vector machine classifiers, is proposed to compute these fuzzy rule weights. this approach not only  considers both accuracy and generalization criteria in a single objective fu...