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Research Article
Decision Trees for Load Analysis of Computer Networks

D. Palla, M. Givalou and J. G. Vlachogiannis

Asian Journal of Information Technology, 2004, 3(1), 15-19.

Abstract

The paper elaborates the development of a decision system by means of the decision trees technique. Specifically, classification rules are exported for the loaded state of exterior tine of the computer network of laboratories of Informatics and Computer Technology Department of the Technological Educations lInstitute (TEI) of Lamia/Greece. The decision trees method uses a learning set, consisting of four important attributes of the operation line, the volume of requested data and data that is stored, as well as the average utilization time of the network line. From the decision tree is derived that the time logged on the network and the volume of transferred data, have a great effect on the exterior line loading.

ASCI-ID: 147-3

Fulltext

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Asian Journal of Information Technology, 2005, 4(3), 2-8.

Dynamic Behavior of Discrete Hopfield Neural Networks

Asian Journal of Information Technology, 2005, 4(3), 9-15.

Description of Differential Learning Conception

Asian Journal of Information Technology, 2005, 4(3), 16-21.

Research on The Model and Stability of A Kind of Differential Learning

Asian Journal of Information Technology, 2005, 4(3), 22-33.

An Effective Approach to the Evaluation and Construction of Training Corpus for Text Classification

Asian Journal of Information Technology, 2005, 4(3), 34-40.

A Hybrid Machine Learning Approach for Extracting Information from WWW

Asian Journal of Information Technology, 2005, 4(3), 41-48.

Face Detection under Variable Lighting Based on Nine Point of Light

Asian Journal of Information Technology, 2005, 4(3), 49-55.

Texture Image Segmentation Based on Quotient Space Granularity Synthesis

Asian Journal of Information Technology, 2005, 4(3), 56-60.

A Possibilistic C-Patterns Algorithm and its Application in Video Abstraction

Asian Journal of Information Technology, 2005, 4(3), 61-67.

An Improved Algorithm for Scan-converting a Line

Asian Journal of Information Technology, 2005, 4(9), 835-839.

A Heart Rate Control System Based on a Microcontroller

Asian Journal of Information Technology, 2005, 4(9), 840-844.

An Object Oriented Framework for the Management of Compound Documents

Asian Journal of Information Technology, 2005, 4(9), 845-851.

Use of Information Technology as Tool in in Education Sector

Asian Journal of Information Technology, 2005, 4(9), 888-889.

Unification of the Theory of Albert Einstein by Cyclic Theory

Asian Journal of Information Technology, 2005, 4(10), 962-970.

A Scalable Framework for End to End QOS Provisioning in Wireless Networks Using Adaptive Multimedia System Architecture

Asian Journal of Information Technology, 2005, 4(12), 1152-1158.

Asian Journal of Information Technology, 2007, 6(7), 817-824.

Theoretical Study Based on the Numerical Simulation of the Steady State Behavior of a Corona Discharge in Pure Air

Asian Journal of Information Technology, 2007, 6(9), 974-980.

Asian Journal of Information Technology, 2007, 6(10), 1046-1049.