University of Hertfordshire

Traffic trends analysis using neural networks

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Documents

  • 903617

    Accepted author manuscript, 25 KB, PDF document

  • T. Edwards
  • D. Tansley
  • R. Frank
  • N. Davey
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Original languageEnglish
Title of host publicationProcs of the Int Workshop on Applications of Neural Networks to Telecommunications
Pages157-164
Publication statusPublished - 1997

Abstract

An application of time series prediction, to traffic forecasting in ATM networks, using neural nets is described. One key issue, the number of data points needed to be included in the input representation to the net is discussed from a theoretical point of view, and the results are applied in the model under discussion. Experimental results are discussed and analysed.

ID: 462655