Evolutionary Granular Kernel Machines
Kernel machines such as Support Vector Machines (SVMs) have been widely used in various data mining applications with good generalization properties. Performance of SVMs for solving nonlinear problems is highly affected by kernel functions. The complexity of SVMs training is mainly related to the si...
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Digital Archive @ GSU
2007
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| Online Access: | http://digitalarchive.gsu.edu/cs_diss/15 http://digitalarchive.gsu.edu/cgi/viewcontent.cgi?article=1014&context=cs_diss |