Search Results - "Thaher, Thaer"

Enhanced Binary Moth Flame Optimization as a Feature Selection Algorithm to Predict Software Fault Prediction by Tumar, Iyad, Hassouneh, Yousef, Turabieh, Hamza, Thaher, Thaer

“…Software fault prediction (SFP) is a complex problem that meets developers in the software development life cycle. Collecting data from real software projects,…”
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Intelligent Detection of False Information in Arabic Tweets Utilizing Hybrid Harris Hawks Based Feature Selection and Machine Learning Models by Thaher, Thaer, Saheb, Mahmoud, Turabieh, Hamza, Chantar, Hamouda

“…Fake or false information on social media platforms is a significant challenge that leads to deliberately misleading users due to the inclusion of rumors,…”
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Boosted Whale Optimization Algorithm With Natural Selection Operators for Software Fault Prediction by Hassouneh, Yousef, Turabieh, Hamza, Thaher, Thaer, Tumar, Iyad, Chantar, Hamouda, Too, Jingwei

“…Software fault prediction (SFP) is a challenging process that any successful software should go through it to make sure that all software components are free…”
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Cooperative Swarm Intelligence Algorithms for Adaptive Multilevel Thresholding Segmentation of COVID-19 CT-Scan Images by Sabha, Muath, Thaher, Thaer, Emam, Marwa M.

“…The Coronavirus Disease 2019 (COVID-19) is widespread throughout the world and poses a serious threat to public health and safety. A COVID-19 infection can be…”
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Diagnosis of Obstructive Sleep Apnea from ECG Signals Using Machine Learning and Deep Learning Classifiers by Sheta, Alaa, Turabieh, Hamza, Thaher, Thaer, Too, Jingwei, Mafarja, Majdi, Hossain, Md Shafaeat, Surani, Salim R.

“…Obstructive sleep apnea (OSA) is a well-known sleep ailment. OSA mostly occurs due to the shortage of oxygen for the human body, which causes several symptoms…”
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BHHO-TVS: A Binary Harris Hawks Optimizer with Time-Varying Scheme for Solving Data Classification Problems by Chantar, Hamouda, Thaher, Thaer, Turabieh, Hamza, Mafarja, Majdi, Sheta, Alaa

“…Data classification is a challenging problem. Data classification is very sensitive to the noise and high dimensionality of the data. Being able to reduce the…”
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An Enhanced Evolutionary Based Feature Selection Approach Using Grey Wolf Optimizer for the Classification of High-dimensional Biological Data by Thaher, Thaer, Awad, Mohammed, Aldasht, Mohammed, Sheta, Alaa, Turabieh, Hamza, Chantar, Hamouda

“…Feature selection (FS) is a pre-processing step that aims to eliminate the redundant and less-informative features to enhance the performance of data mining…”
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Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems by Thaher, Thaer, Mafarja, Majdi, Turabieh, Hamza, Castillo, Pedro A., Faris, Hossam, Aljarah, Ibrahim

“…Machine learning techniques heavily rely on available training data in a data set. Certain features in the data can interfere with the learning process, so it…”
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An Enhanced Evolutionary Student Performance Prediction Model Using Whale Optimization Algorithm Boosted with Sine-Cosine Mechanism by Thaher, Thaer, Zaguia, Atef, Al Azwari, Sana, Mafarja, Majdi, Chantar, Hamouda, Abuhamdah, Anmar, Turabieh, Hamza, Mirjalili, Seyedali, Sheta, Alaa

“…The students’ performance prediction (SPP) problem is a challenging problem that managers face at any institution. Collecting educational quantitative and…”
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Diagnosis of Obstructive Sleep Apnea Using Feature Selection, Classification Methods, and Data Grouping Based Age, Sex, and Race by Sheta, Alaa, Thaher, Thaer, Surani, Salim R, Turabieh, Hamza, Braik, Malik, Too, Jingwei, Abu-El-Rub, Noor, Mafarjah, Majdi, Chantar, Hamouda, Subramanian, Shyam

“…Obstructive sleep apnea (OSA) is a prevalent sleep disorder that affects approximately 3-7% of males and 2-5% of females. In the United States alone, 50-70…”
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Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems by Thaher, Thaer, Chantar, Hamouda, Too, Jingwei, Mafarja, Majdi, Turabieh, Hamza, Houssein, Essam H.

“…In the feature selection process, reaching the best subset of features is considered a difficult task. To deal with the complexity associated with this…”
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Enhanced variants of crow search algorithm boosted with cooperative based island model for global optimization by Thaher, Thaer, Sheta, Alaa, Awad, Mohammed, Aldasht, Mohammed

“…The Crow Search Algorithm (CSA) is a swarm-based metaheuristic algorithm that simulates the intelligent foraging behaviors of crows. While CSA effectively…”
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Augmented whale feature selection for IoT attacks: Structure, analysis and applications by Mafarja, Majdi, Heidari, Ali Asghar, Habib, Maria, Faris, Hossam, Thaher, Thaer, Aljarah, Ibrahim

“…Smart connected appliances expand the boundaries of the conventional Internet into the new Internet of Things (IoT). IoT started to hold a significant role in…”
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Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning by Mafarja, Majdi, Thaher, Thaer, Al-Betar, Mohammed Azmi, Too, Jingwei, Awadallah, Mohammed A., Abu Doush, Iyad, Turabieh, Hamza

“…Software Fault Prediction (SFP) is an important process to detect the faulty components of the software to detect faulty classes or faulty modules early in the…”
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Whale Optimisation Algorithm for high-dimensional small-instance feature selection by Mafarja, Majdi, Jaber, Iyad, Ahmed, Sobhi, Thaher, Thaer

“…In this paper, eight variants of the Whale Optimisation Algorithm (WOA), that are based on eight different transfer functions, are introduced and used as…”
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An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification by Mafarja, Majdi, Thaher, Thaer, Too, Jingwei, Chantar, Hamouda, Turabieh, Hamza, Houssein, Essam H., Emam, Marwa M.

“…Biological data generally contain complex and high-dimensional samples. In addition, the number of samples in biological datasets is much fewer than the number…”
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Efficient Multi-Swarm Binary Harris Hawks Optimization as a Feature Selection Approach for Software Fault Prediction by Thaher, Thaer, Arman, Nabil

“…Designing a solution for an optimization problem requires two main aspects; the optimization technique (e.g., search strategy) and the evaluation criteria…”
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An Experimental Design Approach to Analyse the Performance of Island-Based Parallel Artificial Bee Colony Algorithm by Thaher, Thaer, Sartawi, Badie

“…The Artificial Bee Colony (ABC) is a novel nature-inspired metaheuristic optimization algorithm that mimics the behavior of honey bees searching for food…”
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Cloud-based Internet of Things Approach for Smart Irrigation System: Design and Implementation by Thaher, Thaer, Ishaq, Isam

“…Water plays a significant role in the economic development of countries. The agriculture sector is the most water-consuming; this sector consumes 69% of the…”
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Prediction of Student's Academic Performance using Feedforward Neural Network Augmented with Stochastic Trainers by Thaher, Thaer, Jayousi, Rashid

“…The academic performance of students is of great interest to tutors and decision-makers in educational institutions. The extensive use of information…”
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