New Developments in Computer Networks


Rafiqul Islam (Editor)
Dalhousie University, Canada

Series: Computer Science, Technology and Applications
BISAC: COM043000

This new book presents and discusses current research in the study of computer networks. Topics discussed include an in-depth analysis of prediction performance based on real network traffic; network security; a modified artificial neural network based approach to add new data in a cluster; fuzzy-based controller for improvement of network performance; multi-layer perceptron artificial neural network; fault detection and diagnosis in a distillation column by MLP neural networks and generic architecture for artificial neural networks. (Imprint: Nova)



Table of Contents

Preface pp. i-xi

An in-depth Analysis of Prediction Performance Based on Real Network Traffic
(Mohamed Faten Zhani, Halima Elbiaze and Farouk Kamoun) pp. 1-26

NeuroNet: An Adaptive Infrastructure for Network Security
(Yu Chen and Hao Chen)pp. 27-60

A Novel Approach for Web Page Classification Using Artificial Neural Networks
(M. Indra Devi, K. Selvakuberan and R. Rajaram)pp. 61-68

A Modified Artificial Neural Network Based Approach to Add New Data in a Cluster
(Rajesh Kumar, Himanshu Gothwal and Dwipayan Das)pp. 69-82

Visum-Aided Analysis on Significance of Toll Optimization to Freeway Network State
(Xin Miao, Bao Xi and Hui-min Zou)pp. 83-100

Fuzzy Based Controller for Improvement of Network Performance
(S. Solai Manohar and P. Vanaja Ranjan) pp. 101-122

Realizing Generic Architecture for Artificial Neural Network: Learning Algorithm with Threshold-Activation Function Using Nano Electronic Single Electron Transistor
(K. Rathnakannan and P. Vanaja Ranjan) pp. 123-154

A Review of Some State-of-the-Art Contributions Relevant to Production-Distribution Networks and Supply Chain Flexibility (Kaj-Mikael Björk) pp. 155-172

Prediction of Coliform Bacteria in Surface Waters Using Artificial Neural Networks
(K. Pakshirajan)pp. 173-186

Use of a Multi-Layer Perceptron Artificial Neural Network (MLP-ANN) for the Dynamic Behavior Modelling
(Yahya Chetouani) pp. 187-202

Fault Detection and Diagnosis in a Distillation Column by MLP Neural Networks
(I. Manssouri, Y. Chetouani, R. Kouddane and B. El Kihel) pp. 203-220

Index pp. 221-229

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