Next:
Introduction
Up:
On the Neural Networks
Previous:
On the Neural Networks
Contents
Index
Using Neural Networks for Traffic Prediction: a New Method
Subsections
Introduction
Our Method
Experimental Results and Evaluation of the New Model
Real Traces for Training
Training Database Description
Experimental Tests to Identify the Best Length of Each Window
Performance of the NN to Predict Traffic
More Than One Step in the Future
Conditions to Retrain the NN
Traffic Flow Type
Comparison with Other Models
Possible Uses of our Model
Conclusion and Discussion
Samir Mohamed 2003-01-08
