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This paper proposes a novel semisupervised support vector machine classifier $$(\hbox {S}^{3}\hbox {VM})$$ ( S 3 VM ) based on active learning (AL) and context information to solve the problem where the number of labeled samples is insufficient. Firstly, a new semisupervised learning method is designed using AL to select unlabeled samples as the semilabled samples, then the context information...
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