Search Results - "Ayob, Masri"

Genetic Algorithm Based on Natural Selection Theory for Optimization Problems by Albadr, Musatafa Abbas, Tiun, Sabrina, Ayob, Masri, AL-Dhief, Fahad

“…The metaheuristic genetic algorithm (GA) is based on the natural selection process that falls under the umbrella category of evolutionary algorithms (EA)…”
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Optimised genetic algorithm-extreme learning machine approach for automatic COVID-19 detection by Albadr, Musatafa Abbas Abbood, Tiun, Sabrina, Ayob, Masri, Al-Dhief, Fahad Taha, Omar, Khairuddin, Hamzah, Faizal Amri

“…The coronavirus disease (COVID-19), is an ongoing global pandemic caused by severe acute respiratory syndrome. Chest Computed Tomography (CT) is an effective…”
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Enhancing web search result clustering model based on multiview multirepresentation consensus cluster ensemble (mmcc) approach by Sabah, Ali, Tiun, Sabrina, Sani, Nor Samsiah, Ayob, Masri, Taha, Adil Yaseen

“…Existing text clustering methods utilize only one representation at a time (single view), whereas multiple views can represent documents. The multiview…”
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A harmony search algorithm for nurse rostering problems by Hadwan, Mohammed, Ayob, Masri, Sabar, Nasser R., Qu, Roug

“…► We propose a harmony search algorithm for the nurse rostering problem. ► We tested the proposed algorithm on two different benchmark datasets (real world and…”
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Solving text clustering problem using a memetic differential evolution algorithm by Mustafa, Hossam M.J, Ayob, Masri, Albashish, Dheeb, Abu-Taleb, Sawsan, Ab Wahab, Mohd Nadhir

“…The text clustering is considered as one of the most effective text document analysis methods, which is applied to cluster documents as a consequence of the…”
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A honey-bee mating optimization algorithm for educational timetabling problems by Sabar, Nasser R., Ayob, Masri, Kendall, Graham, Qu, Rong

“…► We propose a variant of honey bee mating algorithm for timetabling problems. ► The performance of the proposed algorithm is demonstrated across two domains,…”
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Smart Root Search (SRS) in Solving Service Time–Cost Optimization in Cloud Computing Service Composition (STCOCCSC) Problems by Naseri, Narjes Khatoon, Sundararajan, Elankovan, Ayob, Masri

“…In this paper, the novel heuristic search algorithm called Smart Root Search (SRS) was examined for solving a set of different-sized service time–cost…”
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Breast cancer diagnosis using the fast learning network algorithm by Albadr, Musatafa Abbas Abbood, Ayob, Masri, Tiun, Sabrina, Al-Dhief, Fahad Taha, Arram, Anas, Khalaf, Sura

“…The use of machine learning (ML) and data mining algorithms in the diagnosis of breast cancer (BC) has recently received a lot of attention. The majority of…”
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Hybrid Bird Mating Optimizer With Single-Based Algorithms for Combinatorial Optimization Problems by Arram, Anas, Ayob, Masri, Sulaiman, Alaa

“…Bird mating optimizer (BMO) is a population-based metaheuristic that has been recently extended to solve combinatorial optimization problems. Even though the…”
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An improved adaptive memetic differential evolution optimization algorithms for data clustering problems by Mustafa, Hossam M J, Ayob, Masri, Nazri, Mohd Zakree Ahmad, Kendall, Graham

“…The performance of data clustering algorithms is mainly dependent on their ability to balance between the exploration and exploitation of the search process…”
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Spoken language identification based on optimised genetic algorithm–extreme learning machine approach by Albadr, Musatafa Abbas Abbood, Tiun, Sabrina, Ayob, Masri, AL-Dhief, Fahad Taha

“…The determination and classification of a recognized spoken language based on certain contents and datasets is known as the process of language identification…”
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Bird Mating Optimizer for Combinatorial Optimization Problems by Arram, Anas, Ayob, Masri, Kendall, Graham, Sulaiman, Alaa

“…The bird mating optimizer is a new metaheuristic algorithm that was originally proposed to solve continuous optimization problems with a very promising…”
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An IoT-Based Prediction Technique for Efficient Energy Consumption in Buildings by Goudarzi, Shidrokh, Anisi, Mohammad Hossein, Soleymani, Seyed Ahmad, Ayob, Masri, Zeadally, Sherali

“…Today, there is a crucial need for precise monitoring and prediction of energy consumption at the building level using the latest technologies including…”
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Skeletal Fracture Detection with Deep Learning: A Comprehensive Review by Su, Zhihao, Adam, Afzan, Nasrudin, Mohammad Faidzul, Ayob, Masri, Punganan, Gauthamen

“…Deep learning models have shown great promise in diagnosing skeletal fractures from X-ray images. However, challenges remain that hinder progress in this…”
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Gray wolf optimization-extreme learning machine approach for diabetic retinopathy detection by Albadr, Musatafa Abbas Abbood, Ayob, Masri, Tiun, Sabrina, AL-Dhief, Fahad Taha, Hasan, Mohammad Kamrul

“…Many works have employed Machine Learning (ML) techniques in the detection of Diabetic Retinopathy (DR), a disease that affects the human eye. However, the…”
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Unified Graph-Based Missing Label Propagation Method for Multilabel Text Classification by Taha, Adil Yaseen, Tiun, Sabrina, Rahman, Abdul Hadi Abd, Ayob, Masri, Abdulameer, Ali Sabah

“…In multilabel classification, each sample can be allocated to multiple class labels at the same time. However, one of the prominent problems of multilabel…”
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Smart Root Search (SRS): A Novel Nature-Inspired Search Algorithm by Naseri, Narjes Khatoon, Sundararajan, Elankovan A., Ayob, Masri, Jula, Amin

“…In this paper, a novel heuristic search algorithm called Smart Root Search (SRS) is proposed. SRS employs intelligent foraging behavior of immature, mature and…”
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Enhanced Connectivity Validity Measure Based on Outlier Detection for Multi-Objective Metaheuristic Data Clustering Algorithms by Mustafa, Hossam M. J., Ayob, Masri

“…Data clustering algorithms experience challenges in identifying data points that are either noise or outlier. Hence, this paper proposes an enhanced…”
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Hybrid Cuckoo Search for the Capacitated Vehicle Routing Problem by Alssager, Mansour, Othman, Zulaiha Ali, Ayob, Masri, Mohemad, Rosmayati, Yuliansyah, Herman

“…Having the best solution for Vehicle Routing Problem (VRP) is still in demand. Beside, Cuckoo Search (CS) is a popular metaheuristic based on the reproductive…”
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Research Trends in the Optimization of the Master Surgery Scheduling Problem by Razali, Mohamad Khairulamirin Md, Rahman, Abdul Hadi Abd, Ayob, Masri, Jarmin, Razman, Qamar, Faizan, Kendall, Graham

“…The Master Surgery Scheduling Problem (MSSP) allocates operating theatre time to surgery groups such as medical specialities or surgeons, which is essential…”
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