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Improved Spam Filtering Algorithm Based on AIS

In: 2012 International Conference on Information Technology and Management Science(ICITMS 2012) Proceedings

Author

Listed:
  • Jue Huang

    (Nanjing Institute of Industry Technology)

  • Changwu Liao

    (Nanjing Institute of Industry Technology)

Abstract

Arming at the inefficiency in generation of self libraries and gene libraries, it added MI and the frequency of words and improved the auto-update strategy of self libraries and gene libraries. The result of experiments showed that the new algorithm can reduce the false positives rate and at least 10% of the time.

Suggested Citation

  • Jue Huang & Changwu Liao, 2013. "Improved Spam Filtering Algorithm Based on AIS," Springer Books, in: Bing Xu (ed.), 2012 International Conference on Information Technology and Management Science(ICITMS 2012) Proceedings, edition 127, pages 303-309, Springer.
    • Handle: RePEc:spr:sprchp:978-3-642-34910-2_35
    DOI: 10.1007/978-3-642-34910-2_35
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