Search Results - "Zawbaa, Hossam M."

Feature Selection via Chaotic Antlion Optimization by Zawbaa, Hossam M, Emary, E, Grosan, Crina

“…Selecting a subset of relevant properties from a large set of features that describe a dataset is a challenging machine learning task. In biology, for…”
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Impact of Chaos Functions on Modern Swarm Optimizers by Emary, E, Zawbaa, Hossam M

“…Exploration and exploitation are two essential components for any optimization algorithm. Much exploration leads to oscillation and premature convergence while…”
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Gated Deep Reinforcement Learning with Red Deer Optimization for Medical Image Classification by Ganesh, Narayanan, Jayalakshmi, Sambandan, Narayanan, Ramachandiran, Mahdal, Miroslav, Zawbaa, Hossam M., Mohamed, Ali Wagdy

“…One of the most complex areas of image processing is image classification, which is heavily relied upon in clinical care and educational activities. However,…”
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Intelligent control of the power generation system using DSPACE by Hamid, Chojaa, Aziz, Derouich, Zamzoum, Othmane, El Idrissi, Abderrahman, Zawbaa, Hossam M., Zeinoddini‐Meymand, Hamed, Kamel, Salah

“…Wind power systems (WPs) are complex non‐linear systems with varying parameters affected by environmental changes, including wind speed fluctuations…”
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Does information and communication technology impede environmental degradation? fresh insights from non-parametric approaches by Adebayo, Tomiwa Sunday, Agyekum, Ephraim Bonah, Altuntaş, Mehmet, Khudoyqulov, Sadriddin, Zawbaa, Hossam M., Kamel, Salah

“…Although ICT has played a critical role in the socio-economic growth of human cultures, it has also brought with it significant environmental risks…”
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Robust Parameters Tuning of Different Power System Stabilizers Using a Quantum Artificial Gorilla Troops Optimizer by El-Dabah, Mahmoud A., Hassan, Mohamed H., Kamel, Salah, Zawbaa, Hossam M.

“…Electrical power system abnormalities may have several negative consequences on its stable operation. As a result, preserving its stability under such…”
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The environmental aspects of renewable energy consumption and structural change in Sweden: A new perspective from wavelet-based granger causality approach by Adebayo, Tomiwa Sunday, Ibrahim, Ridwan Lanre, Agyekum, Ephraim Bonah, Zawbaa, Hossam M., Kamel, Salah

“…The current paper assessed the time-frequency analysis interrelationship between CO2 emissions and financial development, economic growth, renewable energy…”
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Metaheuristic Optimization Techniques used in controlling of an Active Magnetic Bearing System for High-Speed Machining Application by Gupta, Suraj, Biswas, Pabitra Kumar, Debnath, Sukanta, Ghosh, Anumoy, Babu, Thanikanti Sudhakar, Zawbaa, Hossam M., Kamel, Salah

“…Smart control tactics, wider stability region, rapid reaction time, and high-speed performance are essential requirements for any controller to provide a…”
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Computational Intelligence Modeling of the Macromolecules Release from PLGA Microspheres-Focus on Feature Selection by Zawbaa, Hossam M, Szlȩk, Jakub, Grosan, Crina, Jachowicz, Renata, Mendyk, Aleksander

“…Poly-lactide-co-glycolide (PLGA) is a copolymer of lactic and glycolic acid. Drug release from PLGA microspheres depends not only on polymer properties but…”
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Distributed Intermittent Fault Diagnosis in Wireless Sensor Network using Likelihood Ratio Test by Gouda, Bhabani Sankar, Panda, Meenakshi, Panigrahi, Trilochan, Das, Sudhakar, Appasani, Bhargav, Acharya, Omprakash, Zawbaa, Hossam M., Kamel, Salah

“…In current days, sensor nodes are deployed in hostile environments for various military and commercial applications. Sensor nodes are becoming faulty and…”
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Enhanced Chaotic Manta Ray Foraging Algorithm for Function Optimization and Optimal Wind Farm Layout Problem by Daqaq, Fatima, Ellaia, Rachid, Ouassaid, Mohammed, Zawbaa, Hossam M., Kamel, Salah

“…Manta ray foraging optimization (MRFO) algorithm is relatively a novel bio-inspired optimization technique directed to given real-world engineering problems…”
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Optimal Tuning of Power System Stabilizers for a Multi-Machine Power Systems Using Hybrid Gorilla Troops and Gradient-Based Optimizers by El-Dabah, Mahmoud A., Hassan, Mohamed H., Kamel, Salah, Abido, Mohamed A., Zawbaa, Hossam M.

“…This work discusses the production of a novel hybrid algorithm by combining the gorilla troops optimizer (GTO) with the gradient-based optimizers (GBO)…”
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COVID-19 prediction using LSTM algorithm: GCC case study by Ghany, Kareem Kamal A., Zawbaa, Hossam M., Sabri, Heba M.

“…Coronavirus-19 (COVID-19) is the black swan of 2020. Still, the human response to restrain the virus is also creating massive ripples through different…”
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NIPUNA: A Novel Optimizer Activation Function for Deep Neural Networks by Madhu, Golla, Kautish, Sandeep, Alnowibet, Khalid Abdulaziz, Zawbaa, Hossam M., Mohamed, Ali Wagdy

“…In recent years, various deep neural networks with different learning paradigms have been widely employed in various applications, including medical diagnosis,…”
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Simultaneously Distributed Generation Allocation and Network Reconfiguration in Distribution Network Considering Different Loading Levels by Kamel, Salah, Khasanov, Mansur, Jurado, Francisco, Kurbanov, Abror, Zawbaa, Hossam M., Alathbah, Moath A.

“…This paper introduces a novel application of the recently developed meta-heuristic algorithm called Geometric Mean Optimization (GMO). The algorithm combines…”
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Improved Squirrel Search Algorithm Driven Cascaded 2DOF-PID-FOI Controller for Load Frequency Control of Renewable Energy Based Hybrid Power System by Dei, Geetanjali, Gupta, Deepak Kumar, Sahu, Binod Kumar, Jha, Amitkumar V., Appasani, Bhargav, Zawbaa, Hossam M., Kamel, Salah

“…Renewable energy-based hybrid power systems are being increasingly deployed across the globe to reduce carbon emissions. The system frequency and tie-line…”
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Optimal allocation of distributed generation with the presence of photovoltaic and battery energy storage system using improved barnacles mating optimizer by Selim, Ali, Kamel, Salah, Zawbaa, Hossam M., Khan, Baseem, Jurado, Francisco

“…This paper proposes an improved version of Barnacles mating optimizer (BMO) for solving the optimal allocation problem of distribution generator (DGs) in…”
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Technical modelling of solar photovoltaic water pumping system and evaluation of system performance and their socio-economic impact by Habib, Salman, Liu, Haoming, Tamoor, Muhammad, Zaka, Muhammad Ans, Jia, Youwei, Hussien, Abdelazim G., Zawbaa, Hossam M., Kamel, Salah

“…Water is a precious resource for agriculture and most of the land is irrigated by tube wells. Diesel engines and electricity-operated pumps are widely used to…”
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A Multi–Objective Gaining–Sharing Knowledge-Based Optimization Algorithm for Solving Engineering Problems by Chalabi, Nour Elhouda, Attia, Abdelouahab, Alnowibet, Khalid Abdulaziz, Zawbaa, Hossam M., Masri, Hatem, Mohamed, Ali Wagdy

“…Metaheuristics in recent years has proven its effectiveness; however, robust algorithms that can solve real-world problems are always needed. In this paper, we…”
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Efficient Flatness Based Energy Management Strategy for Hybrid Supercapacitor/Lithium-ion Battery Power System by Yaqoob, Salam J., Ferahtia, Seydali, Obed, Adel A., Rezk, Hegazy, Alwan, Naseer Tawfeeq, Zawbaa, Hossam M., Kamel, Salah

“…This article offers a flatness theory-based energy management strategy (FEMS) for a hybrid power system consisting of a supercapacitor (SC) and lithium-ion…”
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