Search Results - "Aljarah, Ibrahim"

Harris hawks optimization: Algorithm and applications by Heidari, Ali Asghar, Mirjalili, Seyedali, Faris, Hossam, Aljarah, Ibrahim, Mafarja, Majdi, Chen, Huiling

“…In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO). The main inspiration…”
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Grasshopper optimization algorithm for multi-objective optimization problems by Mirjalili, Seyedeh Zahra, Mirjalili, Seyedali, Saremi, Shahrzad, Faris, Hossam, Aljarah, Ibrahim

“…This work proposes a new multi-objective algorithm inspired from the navigation of grass hopper swarms in nature. A mathematical model is first employed to…”
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Binary dragonfly optimization for feature selection using time-varying transfer functions by Mafarja, Majdi, Aljarah, Ibrahim, Heidari, Ali Asghar, Faris, Hossam, Fournier-Viger, Philippe, Li, Xiaodong, Mirjalili, Seyedali

“…•Novel feature selection approaches based on Binary Dragonfly Algorithm (BDA) are proposed.•Eight time varying S-shaped and V-shaped transfer functions are…”
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An evolutionary gravitational search-based feature selection by Taradeh, Mohammad, Mafarja, Majdi, Heidari, Ali Asghar, Faris, Hossam, Aljarah, Ibrahim, Mirjalili, Seyedali, Fujita, Hamido

“…•Gravitational Search Algorithm (GSA) was used as a search strategy in a Feature Selection approach.•Crossover and Mutation evolutionary operators were used to…”
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An enhanced associative learning-based exploratory whale optimizer for global optimization by Heidari, Ali Asghar, Aljarah, Ibrahim, Faris, Hossam, Chen, Huiling, Luo, Jie, Mirjalili, Seyedali

“…Whale optimization algorithm (WOA) is a recent nature-inspired metaheuristic that mimics the cooperative life of humpback whales and their spiral-shaped…”
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An intelligent feature selection approach based on moth flame optimization for medical diagnosis by Abu Khurmaa, Ruba, Aljarah, Ibrahim, Sharieh, Ahmad

“…In this work, an enhanced moth flame optimization (MFO) algorithm is proposed as a search strategy within a wrapper feature selection (FS) framework. It aims…”
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Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification by Chantar, Hamouda, Mafarja, Majdi, Alsawalqah, Hamad, Heidari, Ali Asghar, Aljarah, Ibrahim, Faris, Hossam

“…Text classification is one of the challenging computational tasks in machine learning community due to the increased amounts of natural language text documents…”
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Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems by Mafarja, Majdi, Aljarah, Ibrahim, Heidari, Ali Asghar, Hammouri, Abdelaziz I., Faris, Hossam, Al-Zoubi, Ala’ M., Mirjalili, Seyedali

“…Searching for the optimal subset of features is known as a challenging problem in feature selection process. To deal with the difficulties involved in this…”
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Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach by Aljarah, Ibrahim, Mafarja, Majdi, Heidari, Ali Asghar, Faris, Hossam, Mirjalili, Seyedali

“…Grey wolf optimizer (GWO) is known as one of the recent popular metaheuristic algorithms inspired from the social collaboration and team hunting activities of…”
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Relational Learning Analysis of Social Politics using Knowledge Graph Embedding by Abu-Salih, Bilal, Al-Tawil, Marwan, Aljarah, Ibrahim, Faris, Hossam, Wongthongtham, Pornpit, Chan, Kit Yan, Beheshti, Amin

“…Knowledge Graphs (KGs) have gained considerable attention recently from both academia and industry. In fact, incorporating graph technology and the copious of…”
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A Modified Multi-objective Particle Swarm Optimizer-Based Lévy Flight: An Approach Toward Intrusion Detection in Internet of Things by Habib, Maria, Aljarah, Ibrahim, Faris, Hossam

“…The emerging of the Internet of things (IoT), and more, the advent of the Internet of everything have revolutionized the computer networks industry. The high…”
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A Modified Grey Wolf Optimization Algorithm for an Intrusion Detection System by Alzaqebah, Abdullah, Aljarah, Ibrahim, Al-Kadi, Omar, Damaševičius, Robertas

“…Cyber-attacks and unauthorized application usage have increased due to the extensive use of Internet services and applications over computer networks, posing a…”
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A Simultaneous Moth Flame Optimizer Feature Selection Approach Based on Levy Flight and Selection Operators for Medical Diagnosis by Khurma, Ruba Abu, Aljarah, Ibrahim, Sharieh, Ahmad

“…This paper proposes an effective wrapper approach by integrating the Levy flight and evolutionary selection operators into the Moth Flame Optimization (MFO)…”
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An Evolutionary Fake News Detection Method for COVID-19 Pandemic Information by Al-Ahmad, Bilal, Al-Zoubi, Ala’ M., Abu Khurma, Ruba, Aljarah, Ibrahim

“…As the COVID-19 pandemic rapidly spreads across the world, regrettably, misinformation and fake news related to COVID-19 have also spread remarkably. Such…”
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Intelligent detection of hate speech in Arabic social network: A machine learning approach by Aljarah, Ibrahim, Habib, Maria, Hijazi, Neveen, Faris, Hossam, Qaddoura, Raneem, Hammo, Bassam, Abushariah, Mohammad, Alfawareh, Mohammad

“…Nowadays, cyber hate speech is increasingly growing, which forms a serious problem worldwide by threatening the cohesion of civil societies. Hate speech…”
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An intelligent system for multi-topic social spam detection in microblogging by Abu-Salih, Bilal, Qudah, Dana Al, Al-Hassan, Malak, Ghafari, Seyed Mohssen, Issa, Tomayess, Aljarah, Ibrahim, Beheshti, Amin, Alqahtani, Sulaiman

“…The communication revolution has perpetually reshaped the means through which people send and receive information. Social media is an important pillar of this…”
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IoT Botnet Detection Using Salp Swarm and Ant Lion Hybrid Optimization Model by Abu Khurma, Ruba, Almomani, Iman, Aljarah, Ibrahim

“…In the last decade, the devices and appliances utilizing the Internet of Things (IoT) have expanded tremendously, which has led to revolutionary developments…”
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A Review of the Modification Strategies of the Nature Inspired Algorithms for Feature Selection Problem by Abu Khurma, Ruba, Aljarah, Ibrahim, Sharieh, Ahmad, Abd Elaziz, Mohamed, Damaševičius, Robertas, Krilavičius, Tomas

“…This survey is an effort to provide a research repository and a useful reference for researchers to guide them when planning to develop new Nature-inspired…”
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A Real-Time Electrical Load Forecasting in Jordan Using an Enhanced Evolutionary Feedforward Neural Network by Alhmoud, Lina, Abu Khurma, Ruba, Al-Zoubi, Ala’ M., Aljarah, Ibrahim

“…Power system planning and expansion start with forecasting the anticipated future load requirement. Load forecasting is essential for the engineering…”
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Optimizing Extreme Learning Machines Using Chains of Salps for Efficient Android Ransomware Detection by Faris, Hossam, Habib, Maria, Almomani, Iman, Eshtay, Mohammed, Aljarah, Ibrahim

“…Nowadays, smartphones are an essential part of people’s lives and a sign of a contemporary world. Even that smartphones bring numerous facilities, but they…”
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