To combine the attribute reduction algorithm and the incremental training algorithm of support vector machine, a support vector machine classifier based on rough set is constructed.

将属性约简算法和支持向量机增量训练算法相结合，构造基于粗糙集数据预处理的支持向量机分类器。

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Based on the equivalence between the original training set and the newly added training set, a new algorithm for SVM-based incremental learning was proposed.

基于原训练样本集和新增训练样本集在增量训练中地位等同，提出了一种新的SVM增量学习算法。

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After analysis of em algorithm, we presented a new cooperative training algorithm based on incremental learning.

本文在分析了EM算法的基础上，提出了一种新的协同训练算法。

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