Comparison of some ANN based forecasting methods implemented on short time series

Several ANN architectures were implemented for forecasting based on reduced time series encountered in the subject of waste management of electrical and electronic products. Along with the existing ones new original training set organization and ANN’s structures are proposed that perform favorably comparing with the existing ones.