Browsing Engineering, Built Environment and Information Technology by Author "Abdulkarim, Salihu Aish"

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Time series forecasting using dynamic particle swarm optimizer trained neural networks

Abdulkarim, Salihu Aish (University of Pretoria, 2018)

Time series forecasting is a very important research area because of its practical application in many elds. Due to the importance of time series forecasting, much research e ort has gone into the development of forecasting ...
Time series forecasting using neural networks : are recurrent connections necessary?

Abdulkarim, Salihu Aish; Engelbrecht, Andries P. (Springer, 2019-12)

Artificial neural networks (NNs) are widely used in modeling and forecasting time series. Since most practical time series are non-stationary, NN forecasters are often implemented using recurrent/delayed connections to ...

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