Bayesian Spam Filtering Using Statistical Data Compression

Dr. GUMPINA V V SATYA PRASAD

Bayesian Spam Filtering Using Statistical Data Compression

Dr. GUMPINA V V SATYA PRASAD * §

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Satya P Kumar Somayajula ‡

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§ Sir. C. R. REDDY COLLEGE OF ENGG, ELURU

‡ Jawaharlal Nehru Technological University, Kakinada

Bayesian Spam Filtering Using Statistical Data Compression

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Abstract

The Spam e-mail has become a major problem for companies and private users. This paper associated with spam and some different approaches attempting to deal with it. The most appealing methods are those that are easy to maintain and prove to have a satisfactory performance. Statistical classifiers are such a group of methods as their ability to filter spam is based upon the previous knowledge gathered through collected and classified e-mails. A learning algorithm which uses the Naive Bayesian classifier has shown promising results in separating spam from legitimate mail.

References

9 Cites in Article

Reference Format

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Dr. GUMPINA V V SATYA PRASAD, Satya P Kumar Somayajula. 2011. "Bayesian Spam Filtering Using Statistical Data Compression". Global Journal of Research in Engineering - I: Numerical Methods GJRE-I Volume 11 (GJRE Volume 11 Issue I7).

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GJRE Volume 11 Issue I7

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Journal Specifications

Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

Keywords

approaches classified Statistical

Classification

GJRE-I Classification FOR Code: 010303

Submission ReceivedOctober 27, 2011
Peer Review Double Blind
Handling Editor
Accepted November 22, 2011
Published December 28, 2011

Version of record

v1.2

Issue date

December 28, 2011

Language

English

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Article Matrices

Total Score: 107

Country: India

Subject: Global Journal of Research in Engineering - I: Numerical Methods

Authors: Dr. GUMPINA V V SATYA PRASAD, SATYA P KUMAR SOMAYAJULA, (PhD/Dr. count: 1)

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Publish Date: 2011 12, Wed

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Total Views: 1.4K

Total Downloads: 102

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