ORCID "https://orcid.org/0000-0002-6143-2734" Web of Science ve Scopus Atıf Dizinlerindeki Yayınlar için listeleme
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Developing Machine Learning Techniques to Investigate the Impact of Air Quality Indices on Tadawul Exchange Index
Al-Najjar, Dania; Al-Najjar, Hazem; Al-Rousan, Nadia; Assous, Hamzeh F. (WILEY-HINDAWI, ADAM HOUSE, 3RD FL, 1 FITZROY SQ, LONDON WIT 5HE, ENGLAND, 2022)The air quality index (AQI) can be described using different pollutant indices. Many investigators study the effect of stock prices and air quality in the field to show if there is a relationship between changing the stock ... -
Integration of logistic regression and multilayer perceptron for intelligent single and dual axis solar tracking systems
Al-Rousan, Nadia; Isa, Nor Ashidi Mat; Desa, Mohammad Khairunaz Mat; Al-Najjar, Hazem (WILEY, 111 RIVER ST, HOBOKEN 07030-5774, NJ, 2021)Intelligent solar tracking systems to track the trajectory of the sun across the sky has been actively studied and proposed nowadays. Several low performance intelligent solar tracking systems have been designed ... -
Long-Term General Index Prediction Based on Feature Selection and Search Methods: Amman Stock Exchange Market
Al-Najjar, Dana; Al-Najjar, Hazem; Al-Rousan, Nadia (RUSSIAN ACAD SCIENCES, URAL BRANCH, INST ECONOMICS, UL MOSKOVSKAYA 29, EKATERINBURG 620014, RUSSIA, 2022)Stock markets are an essential backbone for the economy worldwide; their indices provide all interested parties with indicators regarding the performance of firms listed in the financial market due to tracking the daily ... -
Machine Learning to Develop Credit Card Customer Churn Prediction
Al-Najjar, Dana; Al-Rousan, Nadia; Al-Najjar, Hazem (MDPI, ST ALBAN-ANLAGE 66, CH-4052 BASEL, SWITZERLAND, 2022)The credit card customer churn rate is the percentage of a bank’s customers that stop using that bank’s services. Hence, developing a prediction model to predict the expected status for the customers will generate an ...