The effect of mid-term estimation on back propagation for time series prediction

  • Taeho Jo
  • Published 2010 in Neural Computing and Applications


This research proposes estimation of mid-terms in a time series for improving the prediction performance of back propagation. In this research, the process of estimating mid-terms is called VTG (virtual term generation) and schemes for doing that are called VTG schemes. This research proposes three VTG schemes: mean method, 2nd Lagrange method, and 1st… (More)
DOI: 10.1007/s00521-010-0352-1

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