A comparative study for content-based dynamic spam classification using four machine learning algorithms

B Yu, Z Xu - Knowledge-Based Systems, 2008 - Elsevier
The growth of email users has resulted in the dramatic increasing of the spam emails during
the past few years. In this paper, four machine learning algorithms, which are Naïve …

[HTML][HTML] Proposed efficient algorithm to filter spam using machine learning techniques

AS Aski, NK Sourati - Pacific Science Review A: Natural Science and …, 2016 - Elsevier
Electronic spam is the most troublesome Internet phenomenon challenging large global
companies, including AOL, Google, Yahoo and Microsoft. Spam causes various problems …

A survey of learning-based techniques of email spam filtering

E Blanzieri, A Bryl - Artificial Intelligence Review, 2008 - Springer
Email spam is one of the major problems of the today's Internet, bringing financial damage to
companies and annoying individual users. Among the approaches developed to stop spam …

An immunological filter for spam

GB Bezerra, TV Barra, HM Ferreira, H Knidel… - … Immune Systems: 5th …, 2006 - Springer
Spam messages are continually filling email boxes of practically every Web user. To deal
with this growing problem, the development of high-performance filters to block those …

[引用][C] E-mail spam classification using Naïve Bayesian classifier

P Sao, K Prashanthi - International Journal of Advanced Research in …, 2015

Probabilistic anti-spam filtering with dimensionality reduction

TA Almeida, A Yamakami, J Almeida - … of the 2010 ACM Symposium on …, 2010 - dl.acm.org
One of the biggest problems of e-mail communication is the massive spam message
delivery. Everyday, billion of unwanted messages are sent by spammers and this number …

[HTML][HTML] Adaptive intelligent learning approach based on visual anti-spam email model for multi-natural language

MA Mohammed, DA Ibrahim… - Journal of Intelligent …, 2021 - degruyter.com
Spam electronic mails (emails) refer to harmful and unwanted commercial emails sent to
corporate bodies or individuals to cause harm. Even though such mails are often used for …

가중치가부여된베이지안분류자를이용한스팸메일필터링시스템

김현준, 정재은, 조근식 - 정보과학회논문지: 소프트웨어및응용, 2004 - dbpia.co.kr
최근 인터넷의 급속한 성장과 더불어 전자메일 (E-Mail) 을 통신 및 정보, 의사교환의 필수적인
매체로 사용 되어지고 있다. 그러나 편리하고 비용이 들지 않는 장점을 이용해 엄청난 양의 스팸 …