Optimizing an artificial immune system algorithm in support of flow-Based internet traffic classification

B Schmidt, A Al-Fuqaha, A Gupta, D Kountanis - Applied Soft Computing, 2017 - Elsevier
The problem of classifying traffic flows in networks has become more and more important in
recent times, and much research has been dedicated to it. In recent years, there has been a …

Artificial immune systems: applications, multi class classification, optimizations, and analysis

BH Schmidt - 2017 - search.proquest.com
The focus of this research is the application of the Artificial Immune System (AIS) paradigm
to a new research area along with the modifications necessary to adapt it to a new problem …

Behavioral analysis of traffic flow for an effective network traffic identification

M Gandomi, H Hassanpour - International Journal of Engineering, 2017 - ije.ir
Fast and accurate network traffic identification is becoming essential for network
management, high quality of service control and early detection of network traffic …

[PDF][PDF] Comparative Analysis using Bagging, LogitBoost and Rotation Forest Machine Learning Algorithms for Real Time Internet Traffic Classification

JR Chandrakant, DL Shashikant - researchgate.net
A decade of investigation on traffic classification has provided various techniques and
methodologies to improve the classification accuracy and efficacy in the data networks for …

A survey of feature selection in Internet traffic characterization

BA Mozo Velasco, B Zhu - 2014 - oa.upm.es
In the last decade, the research community has focused on new classification methods that
rely on statistical characteristics of Internet traffic, instead of pre-viously popular port-number …

Flow Feature Selection Method Based on Statistics

KM Song, XY Ren - Advanced Materials Research, 2014 - Trans Tech Publ
Through the research on the flow identification algorithm based on statistical feature, this
paper puts forward the statistical feature selection algorithm in order to reduce the number of …

[PDF][PDF] Robust Optical Character Recognition under Geometrical Transformations

MS Aliakbarian, FS Saleh, FS Saleh, F Aliakbarian - 2014 - ijocit.org
Optical character recognition (OCR) is a very active field for research and development, and
has become one of the most successful applications of automatic pattern recognition …

[PDF][PDF] Geometrical Transforms Invariant Optical Character Recognition

MS Aliakbarian, FS Saleh, FS Saleh… - … AND DIGITAL MEDIA …, 2013 - researchgate.net
Optical character recognition (OCR) is a very active field for research and development, and
has become one of the most successful applications of automatic pattern recognition. But the …