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cs.NE2013★ 21 cited
PSO based Neural Networks vs. Traditional Statistical Models for Seasonal Time Series Forecasting
Ratnadip Adhikari, R. K. Agrawal, Laxmi Kant
Seasonality is a distinctive characteristic which is often observed in many practical time series. Artificial Neural Networks (ANNs) are a class of promising models for efficiently…
cs.NE2013
A Homogeneous Ensemble of Artificial Neural Networks for Time Series Forecasting
Ratnadip Adhikari, R. K. Agrawal
Enhancing the robustness and accuracy of time series forecasting models is an active area of research. Recently, Artificial Neural Networks (ANNs) have found extensive applications…