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Massive Data Classification via Unconstrained Support Vector Machines
A highly accurate algorithm, based on support vector machines formulated as linear programs [13, 1], is proposed here as a completely unconstrained minimization problem . Combined with a chunking procedure  this ...
Incremental Support Vector Machine Classi cation
Using a recently introduced proximal support vector ma- chine classi er , a very fast and simple incremental support vector machine (SVM) classi er is proposed which is capable of modifying an existing linear classi ...