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Bashar Alhnaity

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2020 – today

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2021
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Bashar Alhnaity, Stefanos D. Kollias, Georgios Leontidis, Shouyong Jiang, Bert Schamp, Simon Pearson:
An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth. Inf. Sci. 560: 35-50 (2021)
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Shouyong Jiang, Jinglei Guo, Bashar Alhnaity, Qingyang Zhang:
On Analysis of Irregular Pareto Front Shapes. EMO 2021: 15-25
2020
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Bashar Alhnaity, Maysam Abbod:
A new hybrid financial time series prediction model. Eng. Appl. Artif. Intell. 95: 103873 (2020)
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Bashar Alhnaity, Stefanos D. Kollias, Georgios Leontidis, Shouyong Jiang, Bert Schamp, Simon Pearson:
An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth. CoRR abs/2012.04041 (2020)

2010 – 2019

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2019
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Bashar Alhnaity, Simon Pearson, Georgios Leontidis, Stefanos D. Kollias:
Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments. CoRR abs/1907.00624 (2019)
2015
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Bashar Alhnaity, Maysam Abbod:
A novel hybrid ensemble model to predict FTSE100 index by combining neural network and EEMD. ECC 2015: 3021-3028

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