We present a quick and straightfoward way of input selection for neuro-fuzzy modeling using ANFIS. The method is tested on two real-world problems: the non-linear regression problem of automobile MPG (miles per gallon) prediction, and the nonlinear system identi-cation using the Box and Jenkins gas furnace data 1].

Finansal verilerin en dikkate değer özelliklerinden biri zamana bağlı biçimde bir dizi teşkil etmeleridir. Bundan ötürü zaman serilerinin unsurları, söz konusu ifade ettiği ekonomik ve finansal parametreler hakkındaki bilgiyi de kapsamaktadır. Finans çalışmalarında değişkenlere ilişkin öngörü ya da tahmin hayati öneme sahiptir. değişkenlerin doğru, sağlıklı edilebilmesi, piyasalardaki paydaşlar...

Forecasting daily and weekly passenger demand is a key fundamental process used by existing urban rail transit (URT) station authorities to diagnose operational problems make decisions about train schedule patterns improve efficiency, increase revenue management, driving safety. The accuracy of the forecast results will directly affect operation planning (URT). Therefore, based on collected inb...

The economic dimension has revealed that weak growth is one of the causes unemployment and related to GDP. Forecasting rate essential an important determinant monetary policy decisions needs be addressed. This study conducted identify whether novel coronavirus 2019, COVID-19 affects Malaysia’s forecast for next two years. Box-Jenkins approach uses Augmented Dickey-Fuller test stabilize data. Af...