1. Science
  2. Publications
  3. Information Processing Systems
  4. 2(83)'2010
  5. Using multicriteria machine learning in the teletraffic forecasting problem

Using multicriteria machine learning in the teletraffic forecasting problem

Tariq Usef Badi Bishtavi, G.M. Zholtkevich,, U.V. Solynnik
Annotations languages:

In this paper we proposed to use multi-criteria optimization methods in the construction (training) of the time series predictors ensemble. The numerical experiment shows the effect of this approach on the example of forecasting wireless data networ.traffic characteristics.
Keywords: prognostication, multicriterion optimization, computer-aided instruction, teletraffic, temporal rows, networks of neurons, genetic algorithms, computer networks