摘要
In this paper, we propose an enhanced associative classification method by integrating the dynamic property in the process of associative classification. In the proposed method, we employ a support vector machine（SVM） based method to refine the discovered emerging ~equent patterns for classification rule extension for class label prediction. The empirical study shows that our method can be used to classify increasing resources efficiently and effectively.
基金
Supported by the National High Technology Research and Development Program of China （No. 2007AA01Z132）
the National Natural Science Foundation of China （No.60775035, 60933004, 60970088, 60903141）
the National Basic Research Priorities Programme （No. 2007CB311004）
the National Science and Technology Support Plan （No.2006BAC08B06）.
