A new fuzzy inference system for time series forecasting and obtaining the probabilistic forecasts via subsampling block bootstrap

Author:

Yolcu Ufuk1,Bas Eren2,Egrioglu Erol2

Affiliation:

1. Department of Econometrics, Faculty of Economic and Administrative Sciences, Forecast Research Laboratory, Giresun University, Giresun, Turkey

2. Department of Statistics, Faculty of Arts and Sciences, Forecast Research Laboratory, Giresun University, Giresun, Turkey

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference21 articles.

1. Fuzzy sets;Zadeh;Information and Control,1965

2. Bootstrap methods: Another look at the jackknife;Efron;The Annals of Statistics,1979

3. Robust multilayer neural network based on median neuron model;Aladag;Neural Computing & Applications,2014

4. A fuzzy time series network to forecast linear&nonlinear time series;Bas;Applied Intelligence,2015

5. Application of fuzzy algorithms for simple dynamic plant;Mamdani;Proceedings of Institution of Electrical Engineering,1974

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