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In recent years, statistical tools and computational intelligence methods have played important roles in many areas. After statistically optimizing interval-valued fuzzy membership functions in the type-2 fuzzy logic system (FLS), we continue to apply genetic algorithms (GA) to optimize them. The proposed method is used to predict survival times for patients in clinical trials. The results show that...
Support vector machine (SVM) classification often heavily relies on selected kernel functions. This paper proposes a fuzzy fusion model to combine multi-SVMs to improve the performance of SVM classification. In order to better handle uncertainties in real classification applications, we apply type-2 fuzzy sets to create the fusion model. The model takes the classification results from multi-SVMs and...
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