منابع مشابه
Robustified distance based fuzzy membership function for support vector machine classification
Fuzzification of support vector machine has been utilized to deal with outlier and noise problem. This importance is achieved, by the means of fuzzy membership function, which is generally built based on the distance of the points to the class centroid. The focus of this research is twofold. Firstly, by taking the advantage of robust statistics in the fuzzy SVM, more emphasis on reducing the im...
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The emergence of fast, cheap embedded processors presents the opportunity for inexpensive processing to occur on the network interface. We are investigating how a system design incorporating such an intelligent network interface can be used to support streaming multimedia applications. We are developing an extensible execution environment, called SPINE, that enables applications to compute dire...
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Qualitative thematic maps are graphic representations of the process of areal differentiation, a process recognized as one of the hallmarks of the geographer’s craft and one of geography’s grand traditions. Traditionally the process can best be described as classification based on Boolean Set Theory wherein the area bounded by the cartographic line is considered to be in that class for the targ...
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In this paper a support vector machine (SVM) approach for characterizing the feasible parameter set (FPS) in non-linear set-membership estimation problems is presented. It iteratively solves a regression problem from which an approximation of the boundary of the FPS can be determined. To guarantee convergence to the boundary the procedure includes a no-derivative line search and for an appropri...
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ژورنال
عنوان ژورنال: Anthropology News
سال: 1978
ISSN: 1541-6151,1556-3502
DOI: 10.1111/an.1978.19.4.10.3