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This article extends the well-known SMO algorithm of support vector machines (SVMs) to least-squares SVM formulations that include LS-SVM classification, kernel ridge regression, and a particular… (More)
Text categorization is an important component in many information management tasks such as real-time sorting of emails or files. An important consideration in text categorization performance is the… (More)