Yazar "Al-Rousan, Nadia" için listeleme
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Are Italy and Iran really suffering from COVID-19 epidemic? A controversial study
Al-Najjar, Hazem; Al-Rousan, Nadia (VERDUCI PUBLISHER, VIA GREGORIO VII, ROME, 186-00165, ITALY, 2020)The number of global COVID-19 infected cases is increased rapidly to exceed 370 thousand. COVID-19 is transmitted between humans through direct contact and touching dirty surfaces. This paper aims to find the similarity ... -
Assessment of predicting hourly global solar radiation in Jordan based on Rules, Trees, Meta, Lazy and Function prediction methods
Al-Rousan, Nadia; Al-Najjar, Hazem; Alomari, Osama (ELSEVIER, RADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS, 2021)Nowadays, predicting solar radiation is widely increased to maximize the efficiency of solar systems globally. Meteorological data from metrological stations is used to implement the intelligent prediction systems. ... -
A classifier prediction model to predict the status of Coronavirus CoVID-19 patients in South Korea
Al-Najjar, Hazem; Al-Rousan, Nadia (VERDUCI PUBLISHER, VIA GREGORIO VII, ROME, 186-00165, ITALY, 2020)OBJECTIVE: Coronavirus COVID-19 further transmitted to several countries globally. The status of the infected cases can be determined basing on the treatment process along with several other factors. This research aims to ... -
Correlation analysis and MLP/CMLP for optimum variables to predict orientation and tilt angles in intelligent solar tracking systems
Al-Rousan, Nadia; Isa, Nor Ashidi Mat; Desa, Mohd Khairunaz Mat (WILEY-HINDAWI, ADAM HOUSE, 3RD FL, 1 FITZROY SQ, LONDON WIT 5HE, ENGLAND, 2021)Different solar tracking variables have been employed to build intelligent solar tracking systems without considering the dominant and optimum ones. Thus, several low performance intelligent solar tracking systems have ... -
The correlation between the spread of COVID-19 infections and weather variables in 30 Chinese provinces and the impact of Chinese government mitigation plans
Al-Rousan, Nadia; Al-Najjar, Hazem (VERDUCI PUBLISHER, VIA GREGORIO VII, ROME, 186-00165, ITALY, 2020)On February 1, 2020, China announced a novel coronavirus CoVID-19 outbreak to the public. CoVID-19 was classified as an epidemic by the World Health Organization (WHO). Although the disease was discovered and concentrated ... -
CoVID-19 symptoms analysis of deceased and recovered cases using Chi-square test
Al-Najjar, Dana; Al-Najjar, Hazem; Al-Rousan, Nadia (VERDUCI PUBLISHER, VIA GREGORIO VII, ROME 186-00165, ITALY, 2020)This paper aims to show the relationship between COVID-19 symptoms and patients’ status including recovered and deceased cases. The study uses different CoVID-19 patients’ information from different countries, the dataset ... -
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 ... -
Impact of COVID-19 pandemic virus on G8 countries' financial indices based on artificial neural network
Al-Najjar, Hazem; Al-Rousan, Nadia; Al-Najjar, Dania; Assous, Hamzeh F.; Al-Najjar, Dana (EMERALD GROUP PUBLISHING LTD, HOWARD HOUSE, WAGON LANE, BINGLEY BD16 1WA, W YORKSHIRE, ENGLAND, 2021)Purpose – The COVID-19 pandemic virus has affected the largest economies around the world, especially Group 8 and Group 20. The increasing numbers of confirmed and deceased cases of the COVID-19 pandemic worldwide are ... -
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 ... -
Is visiting Qom spread CoVID-19 epidemic in the Middle East?
Al-Rousan, Nadia; Al-Najjar, Hazem (VERDUCI PUBLISHER, VIA GREGORIO VII, ROME 186-00165, ITALY, 2020)The CoVID-19 epidemic started in Wuhan, China and spread to 217 other countries around the world through direct contact with patients, goods transfer, animal transport, and touching unclean surfaces. In the Middle East, ... -
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 ... -
Optimizing the performance of MLP and SVR predictors based on logical oring and experimental ranking equation
Al-Rousan, Nadia; Al-Najjar, Hazem (TAYLOR & FRANCIS LTD, 2-4 PARK SQUARE, MILTON PARK, ABINGDON OR14 4RN, OXON, ENGLAND, 2021)Improving conventional prediction systems is widely used to optimize the learning process, achieve higher performance, and avoid overfitting. This paper’s purpose is to propose a new predictor for solar tracking systems ...
