Sentence examples for applied for forecasting the from inspiring English sources

The proposed DEFES is applied for forecasting the next day's closing price and we examined 2, 3 and 4 sub-populations and best results obtained by dividing dataset into two clusters that is shown in Table 3.

The null hypothesis is rejected for α level of significance if Q > χ l − α,h 2. The aim of the trend analysis is to get the best fitted model to be applied for forecasting the long run behaviour of the series as a function of time [28].

The GU-COMP procedure is applied for forecasting hourly flows of the Krinsvatn catchment (207 km2; located in Norway) over a forecast lead-time of 24 h.

Second, ARMA method is applied for forecasting each factor.

Then a nonlinear autoregressive neural network with external input (NARXNET) model was selected and applied for forecasting analysis of the changes in TSS concentrations over time on a rolling basis onward using the IDFM technique.

These models are developed and applied for forecasting wind speed of Tehran for the first time.

The new BMA based ensemble multi-wavelet Volterra approach was applied for forecasting stream flow at different scales (daily, weekly and monthly) observed at two stations in the USA.

Whilst SVR and ANN models have been widely used in economic modelling and forecasting, other ML techniques such as Gaussian process regression (GPR) have been barely applied for forecasting purposes (Andrawis et al. 2011; Ahmed et al. 2010; Banerjee et al. 2008; Chapados and Bengio 2007; Brahim-Belhouari and Bermak 2004; Girard et al. 2003).

NN modeling methodology is applied successfully by Wang et al. (2005) for forecasting the value of a stock index.

The methodology has been applied for flood forecasting using the hourly rainfall and river flow data of upper Narmada basin, Central India.

The regression, a causal forecasting model that fits curves to the entire data set to minimize the forecasting errors, is often applied for the seasonal forecasting of tropical cyclones (TCs).