Adaptive associative classification with emerging frequent patterns

作者：Wang Xiaofeng; Zhang Dapeng; Shi Z*******^*

来源：High Technology Letters, 2012, 18(1): 38-44.

DOI：10.3772/j.issn.1006-6748.2012.01.007

• Associative classification
• Emerging frequent pattern
• Frequent pattern mining
• Rule
• Support vector machine (SVM)

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 frequent 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.

• 出版日期2012