Is there any publications about how to use association rules as SVM feature?

I'd like to do SVM classificati开发者_JAVA技巧on with association rules as features(to detect malwares), is it possible? or is there some publications on this topic?

Here are some articles that might be (or not) relevant to your question:

1. Keivan Kianmehr and Reda Alhajj. Effective Classification by Integrating Support Vector Machine and Association Rule Mining. Lecture Notes in Computer Science, 2006, Volume 4224/2006, 920-927
2. He et al. Extracting rule from SVM based on association rules, in Rule extraction from support vector machines (Ed. J Diederich), Springer, 2008

You may also want to google articles related to what is known as associative classification.