28 citations · 61 across the 4 of their papers we have counts for
4 papers
Fast Feature Reduction in intrusion detection datasets
Shafigh Parsazad, Ehsan Saboori, Amin Allahyar
In the most intrusion detection systems (IDS), a system tries to learn characteristics of different type of attacks by analyzing packets that sent or received in network. These pac…
Improving the K-means algorithm using improved downhill simplex search
Ehsan Saboori, Shafigh Parsazad, Anoosheh Sadeghi
The k-means algorithm is one of the well-known and most popular clustering algorithms. K-means seeks an optimal partition of the data by minimizing the sum of squared error with an…
Automatic firewall rules generator for anomaly detection systems with Apriori algorithm
Ehsan Saboori, Shafigh Parsazad, Yasaman Sanatkhani
Network intrusion detection systems have become a crucial issue for computer systems security infrastructures. Different methods and algorithms are developed and proposed in recent…
Data Selection for Semi-Supervised Learning
Shafigh Parsazad, Ehsan Saboori, Amin Allahyar
The real challenge in pattern recognition task and machine learning process is to train a discriminator using labeled data and use it to distinguish between future data as accurate…