5 citations · 7 across the 3 of their papers we have counts for
3 papers · 1 filter
An Architecture of Active Learning SVMs with Relevance Feedback for Classifying E-mail
Md. Saiful Islam, Md. Iftekharul Amin
In this paper, we have proposed an architecture of active learning SVMs with relevance feedback (RF)for classifying e-mail. This architecture combines both active learning strategi…
Machine Learning Approaches for Modeling Spammer Behavior
Md. Saiful Islam, Abdullah Al Mahmud, Md. Rafiqul Islam
Spam is commonly known as unsolicited or unwanted email messages in the Internet causing potential threat to Internet Security. Users spend a valuable amount of time deleting spam…
Modeling Spammer Behavior: Naïve Bayes vs. Artificial Neural Networks
Md. Saiful Islam, Shah Mostafa Khaled, Khalid Farhan +2
Addressing the problem of spam emails in the Internet, this paper presents a comparative study on Naïve Bayes and Artificial Neural Networks (ANN) based modeling of spammer behavio…