Yazar "Aladag, Cagdas H." için listeleme
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Forecasting in high order fuzzy times series by using neural networks to define fuzzy relations
Aladag, Cagdas H.; Basaran, Murat A.; Egrioglu, Erol; Yolcu, Ufuk; Uslu, Vedide R. (Pergamon-Elsevier Science Ltd, 2009)A given observation in time series does not only depend on preceding one but also previous ones in general. Therefore, high order fuzzy time series approach might obtain better forecasts than does first order fuzzy time ... -
A new approach for determining the length of intervals for fuzzy time series
Yolcu, Ufuk; Egrioglu, Erol; Uslu, Vedide R.; Basaran, Murat A.; Aladag, Cagdas H. (Elsevier, 2009)In the implementations of fuzzy time series forecasting, the identification of interval lengths has an important impact on the performance of the procedure. However, the interval length has been chosen arbitrarily in many ... -
A new linear & nonlinear artificial neural network model for time series forecasting
Yolcu, Ufuk; Egrioglu, Erol; Aladag, Cagdas H. (Elsevier Science Bv, 2013)Artificial neural network approach is a well-known method that is a useful tool for time series forecasting. Since real life time series can generally contain both linear and nonlinear components, hybrid approaches which ...
