A novel SVM-kNN-PSO ensemble method for intrusion detection system

AA Aburomman, MBI Reaz - Applied Soft Computing, 2016 - Elsevier
In machine learning, a combination of classifiers, known as an ensemble classifier, often
outperforms individual ones. While many ensemble approaches exist, it remains, however, a …

A novel SVM-kNN-PSO ensemble method for intrusion detection system

AA Aburomman, MB Ibne Reaz - Applied Soft Computing, 2016 - dl.acm.org
Graphical abstractThe objective of this paper is to develop ensemble based classifiers that
will improve the accuracy of Intrusion Detection. For this purpose, we trained and tested 12 …

A novel SVM-kNN-PSO ensemble method for intrusion detection system

AA Aburomman, MBI Reaz - Applied Soft Computing, 2016 - infona.pl
In machine learning, a combination of classifiers, known as an ensemble classifier, often
outperforms individual ones. While many ensemble approaches exist, it remains, however, a …

[PDF][PDF] A novel SVM-kNN-PSO ensemble method for intrusion detection system

AA Aburomman, MBI Reaz - Applied Soft Computing, 2016 - cs.uh.edu
abstract In machine learning, a combination of classifiers, known as an ensemble classifier,
often outperforms individual ones. While many ensemble approaches exist, it remains …

[PDF][PDF] A novel SVM-kNN-PSO ensemble method for intrusion detection system

AA Aburomman, MBI Reaz - Applied Soft Computing, 2016 - researchgate.net
abstract In machine learning, a combination of classifiers, known as an ensemble classifier,
often outperforms individual ones. While many ensemble approaches exist, it remains …

A novel SVM-kNN-PSO ensemble method for intrusion detection system

AA Aburomman, MBI Reaz - Applied Soft Computing, 2016 - infona.pl
In machine learning, a combination of classifiers, known as an ensemble classifier, often
outperforms individual ones. While many ensemble approaches exist, it remains, however, a …