most citedPSO based Neural Networks vs. Traditional Statistical Models for Seasonal Time Series Forecasting

21 citations · 39 across the 2 of their papers we have counts for

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2 papers

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.AI2013★ 18 cited

Combining Multiple Time Series Models Through A Robust Weighted Mechanism

Ratnadip Adhikari, R. K. Agrawal

Improvement of time series forecasting accuracy through combining multiple models is an important as well as a dynamic area of research. As a result, various forecasts combination…