Spam filtering algorithm based on AIS and Bayes network

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作者
Ye, Jixiang
Tan, Guanzheng
机构
[1] School of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410076, China
[2] School of Information Engineering, Central South University, Changsha 410001, China
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摘要
This paper applies AIS and Bayes network to the spam filtering, proposes a new spam filtering means based on artificial immune system and Bayes network, and analyses the key problems of the algorithm, and solves these problems and designs affinity's formula as well as the structure of Ag/Ab. After comparing with AdaBoost algorithm in the PU1 bare corpus, it provides the experimental result finally.
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页码:26 / 28
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