Fuzzy neural network learning method for time series analysis using multivariate autoregression

Sisman N., Alpaslan F.

11th International Conference on Computer Applications in Industry and Engineering, Nevada, United States Of America, 11 - 13 November 1998, pp.38-41 identifier

  • Publication Type: Conference Paper / Full Text
  • City: Nevada
  • Country: United States Of America
  • Page Numbers: pp.38-41
  • Middle East Technical University Affiliated: Yes

Abstract

This paper describes how temporal fuzzy neural network model proposed in [4] can be applied to time series analysis when a multivariate autoregressive model is constructed. The fuzzy multivariate autoregression procedure is described first, then the temporal fuzzy neural network model using this procedure is presented.