28 citations · 71 across the 16 of their papers we have counts for
5 papers · 1 filter
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…
Anonymous Communication in Peer-to-Peer Networks for providing more Privacy and Security
Ehsan Saboori, Shahriar Mohammadi
One of the most important issues in peer-to-peer networks is anonymity. The major anonymity for peer-to-peer users concerned with the users' identities and actions which can be rev…
Analyzing the Dual-Path Peer-to-Peer Anonymous Approach
Ehsan Saboori, Majid Rafigh, Alireza Nooriyan
Dual-Path is an anonymous peer-to-peer approach which provides requester anonymity. This approach provides anonymity between a requester and a provider in peer-to-peer networks wit…
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…