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?

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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.