Search Results for author: Abdollah Masoud Darya

Found 4 papers, 1 papers with code

Morphological Classification of Extragalactic Radio Sources Using Gradient Boosting Methods

1 code implementation25 Apr 2023 Abdollah Masoud Darya, Ilias Fernini, Marley Vellasco, Abir Hussain

Most recent contributions in the field of morphological classification of extragalactic radio sources have proposed classifiers based on convolutional neural networks.

Astronomy Classification

Martian Ionosphere Electron Density Prediction Using Bagged Trees

no code implementations3 Nov 2022 Abdollah Masoud Darya, Noora Alameri, Muhammad Mubasshir Shaikh, Ilias Fernini

Furthermore, the optimized bagged regression trees model outperformed other Martian ionosphere models from the literature (MIRI and NeMars) in finding the peak electron density value, and the peak density height in terms of root-mean-square error and mean absolute error.

regression

Amplitude Scintillation Forecasting Using Bagged Trees

no code implementations18 Jul 2022 Abdollah Masoud Darya, Aisha Abdulla Al-Owais, Muhammad Mubasshir Shaikh, Ilias Fernini

Electron density irregularities present within the ionosphere induce significant fluctuations in global navigation satellite system (GNSS) signals.

Empirical evaluation of shallow and deep learning classifiers for Arabic sentiment analysis

no code implementations1 Dec 2021 Ali Bou Nassif, Abdollah Masoud Darya, Ashraf Elnagar

Additionally, the comparison includes state-of-the-art models such as the transformer architecture and the araBERT pre-trained model.

Arabic Sentiment Analysis Multi-Label Classification

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