Wavelet Frame Accelerated Reduced Support Vector Machines
نویسندگان
چکیده
منابع مشابه
Incremental Reduced Support Vector Machines
The reduced support vector machine (RSVM) has been proposed to avoid the computational difficulties in generating a nonlinear support vector machine classifier for a massive dataset. RSVM selects a small random subset from the entire dataset with a user pre-specified size m̄ to generate a reduced kernel (rectangular) matrix. This reduced kernel will replace the fully dense square kernel matrix u...
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ژورنال
عنوان ژورنال: IEEE Transactions on Image Processing
سال: 2008
ISSN: 1057-7149,1941-0042
DOI: 10.1109/tip.2008.2001393