Browsing OU - Dissertations by Author "Santosa, Budi."
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Learning from data with uncertainty: Robust multiclass kernel-based classifiers and regressors.
Santosa, Budi. (2005)Motivated by the presence of uncertainty in real data, in this research we investigate a robust optimization approach applied to multiclass support vector machines (SVMs) and support vector regression. Two new kernel ...