Search Results - "Elhassan, Ammar"

An optimal control model for Covid-19 spread with impacts of vaccination and facemask by ElHassan, Ammar, AbuHour, Yousef, Ahmad, Ashraf

“…A non-linear system of differential equations was used to explain the spread of the COVID-19 virus and a SEIQR model was developed and tested to provide…”
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ILA4: Overcoming missing values in machine learning datasets – An inductive learning approach by Elhassan, Ammar, Abu-Soud, Saleh M., Alghanim, Firas, Salameh, Walid

“…This article introduces ILA4: A new algorithm designed to handle datasets with missing values. ILA4 is inspired by a series of ILA algorithms which also handle…”
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A novel possibilistic artificial immune-based classifier for course learning outcome enhancement by Jenhani, Ilyes, Elhassan, Ammar, Ben Brahim, Ghassen

“…In this paper, we propose PAIRS3: a possibilistic classification approach based on artificial immune recognition system (AIRS) and the possibility theory…”
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DFT-MF: Enhanced deepfake detection using mouth movement and transfer learning by Elhassan, Ammar, Al-Fawa'reh, Mohammad, Jafar, Mousa Tayseer, Ababneh, Mohammad, Jafar, Shifaa Tayseer

“…Deepfake technology presents serious cybersecurity challenges that have become more prevalent with the availability of easily accessible applications. An…”
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A coupled-mode theory analysis of intermixing in semiconductor distributed Bragg reflectors by Khreis, O. M., Elhassan, Ammar

“…On the basis of the coupled-mode theory, we have been able to successfully model and analyse the effect of intermixing on important optical properties of…”
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Graph-coloring for course scheduling - A comparative analysis based on course selection order by Elhassan, Ammar

“…The graph-coloring algorithm for scheduling courses to time-room slots is implemented using a 3-way approach that varies the selection order of courses to…”
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Malware Detection by Eating a Whole APK by Al-Fawa'reh, Mohammad, Saif, Amal, Jafar, Mousa Tayseer, Elhassan, Ammar

“…As Android is one of the most popular and widely used open-source mobile platforms, the security and privacy of Android apps are very critical, especially that…”
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Forensics and Analysis of Deepfake Videos by Jafar, Mousa Tayseer, Ababneh, Mohammad, Al-Zoube, Mohammad, Elhassan, Ammar

“…The spread of smartphones with high quality digital cameras in combination with easy access to a myriad of software apps for recording, editing and sharing…”
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Learning with Dynamic Architectures for Artificial Neural Networks - Adaptive Batch Size Approach by Saeed, Reham, Ghnemat, Rawan, Benbrahim, Ghassen, Elhassan, Ammar

“…In this research we explore the performance of ADANET framework by using custom search space for an image-classification dataset using tensorflow libraries in…”
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Course Learning Outcome Performance Improvement: A Remedial Action Classification Based Approach by Jenhani, Ilyes, Ben Brahim, Ghassen, Elhassan, Ammar

“…Continuous Improvement is an essential element in any quality or accreditation process within academia or even industry. To address shortcomings in the…”
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Convolution Neural Network Learning for Course Outcome Attainment Improvement by Zitar, Raed Abu, Elhassan, Ammar, Al-Sahlee, Oraib

“…The capabilities of connectionist approaches such as Convolutional Neural Networks (CNNs) are used for data analysis. The trained system is used as a…”
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Enhancing Computer Accessibility for Disabled Users: A Kinect-Based Approach for Users with Motor Skills Disorder by Alzubaidi, Loay, Elhassan, Ammar, Alghazo, Jaafar

“…In this paper, we present an application as a solution to problems encountered when using PC's by users with motor skills impairment. This application utilizes…”
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Assessing functions and competencies: A model and system implementation by Elhassan, Ammar, Sinno, Rania, Huneiti, Zayed, Ahmed, Sarfraz

“…In order to assess an institute's mission and objectives, it is essential to have a framework for systematic collection, storage and analysis of course…”
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