期刊文献+

贝叶斯理论在反垃圾邮件中的应用研究

The Application Study of Theory of Bayes in Spam
下载PDF
导出
摘要 本文在介绍和分析贝叶斯理论的基础上,提出了贝叶斯算法和朴素贝叶斯分类器,并阐述了贝叶斯算法及朴素贝叶斯分类器在反垃圾邮件中的应用。 This paper introduces and analyzes the theory of Bayes, proposes the algorithm of Bayes and illustrates Naive Bayes classifiers and the application in spam.
作者 孙振辉
出处 《科技广场》 2009年第3期74-75,共2页 Science Mosaic
关键词 贝叶斯理论 垃圾邮件 应用 The Theory of Bayes Spam Application
  • 相关文献

参考文献5

二级参考文献48

  • 1何源.警惕E—mail地址成为商品.电脑报,2003,5(2).
  • 2Androutsopoulos, I., Koutsias, J., etc. An Evaluation of Naive Bayesian Anti-Spam Filtering,Proceedings of the workshop on Machine Learning in the New Information Age, 11th European Conference on Machine Learning,Barcelona, Spain, 2000, 9~17.
  • 3MacKay, D. J.CProbable networks and plausible predictionsa review of practical Bayesian methods for supervised neural networks Network: Computation. In Neural Systems.6 (August 1995) 469~505.
  • 4Androutsopoulos, I., Koutsias, I., etc. An Evaluation of Naive Bayesian Anti-Spam Filtering, Proceedings of the workshop on Machine Learning in the New Information Age, 11th European Conference on Machine Learning,Barcelona, Spain, 2000,9~17.
  • 5Ma, Q. C., Wu, C.H., etc. Application of Bayesian Neural Networks to Biological Data Mining: A Case Study in DNA Sequence Classification, 4~6.
  • 6MacKay, D. J. C. ,Bayesian Methods for Neural Networks:Theory and Applications. Neural Computation, 4, 448-472.
  • 7Guyon, I., An Introduction to Variable and Feature Selection. Journal of Machine Learning Research, 2003,3:1157~1182.
  • 8Yang Y M., Pedersen J O. A Comparative Study on Feature Selection in Text Categorization. Proceedings of theFourteenth International Conference on Machine Learning Pages: 412~420.
  • 9Eyheramendy S, Lewis D., etc. On the Naive Bayes Model for Text Categorization. In Proceedings of Artificial Intelligence & Statistics 2003. Key West, FL.
  • 10范明 孟小峰等译.数据挖掘-概念与技术[M].机械工业出版社,2001..

共引文献71

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部