Xiao Huaitie

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Target recognition based on high range resolution (HRR) polarized radar using support vector machines (SVMs) was studied in this paper. A fuzzy membership function was constructed based on SVM decision-making function in order to improve the performance of OAA and OAO classifiers for multi-class target, and HRR radar target recognition method using improved(More)
Parameter selection of support vector machine (SVM) is a key problem in the application of SVM, which directly has influence on generalization performance of SVM. By using the support vector bound which is modified by F measure as criterion function and using genetic simulated annealing algorithm to select kernel parameters and penalty factor, a method of(More)
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