GLDM Algorithm for Big Data (SCADA) Wind Speed Modelling Mostafa Abotaleb Tehnicki Glasnik, 2026 This study enhances wind speed forecasting by implementing the second-order Generalized Least Deviation Method (GLDM), focusing on wind turbines in Turkey. The research aims to improve predictive accuracy and operational efficiency in renewable energy systems through advanced mathematical modeling in meteorology. The GLDM, utilizing a quasilinear recurrence equation, addresses the inherent non-linearity and variability of wind speed data. By applying the method to extensive SCADA data, this study minimizes residuals in nonlinear big data environments, integrating both linear and nonlinear components to refine predictions. A critical aspect of this research is the comparison between the second-order GLDM and traditional forecasting models, including statistical methods and machine learning approaches. The results demonstrate the superior performance of GLDM, as indicated by lower prediction errors and greater accuracy across key metrics. The study also underscores the importance of GLDM coefficients, ????????????????, in improving predictive capabilities. The findings advocate for the adoption of GLDM in wind speed forecasting, highlighting its potential to significantly enhance wind energy management through increased accuracy. This study also sets a precedent for broader applications of advanced mathematical models in environmental science, illustrating the effectiveness of GLDM in optimizing renewable energy resources.
PHYSICS-INFORMED NEURAL NETWORKS FOR SOLVING HEAT EQUATION IN THERMAL ENGINEERING International Journal on Technical and Physical Problems of Engineering, 2025
A U-Net framework using differential equations for enhanced computer vision in lung disease diagnosis N Almusallam, V Muradova, MO Abotaleb, T Makarovskikh, H Alkattan, ... Computational Methods for Differential Equations 14 (1), 374-391 , 2026 2026
Regression-Based Machine Learning for Predicting Prior Convictions from Administrative Criminal Justice Records I Shehu, K Myftari, AJ Sultan, H Alkattan, M Abotaleb International Journal of Innovative Technology and Interdisciplinary … , 2026 2026
Advanced Deep Statistical Learning Approach for Forecasting Global Economic Policy Uncertainty and Volatility K Alakkari, M Abotaleb, ESM El-kenawy, P Mishra Computational Economics, 1-31 , 2026 2026
GLDM Algorithm for Big Data (SCADA) Wind Speed Modelling M Abotaleb Tehnički glasnik 20 (1), 23-37 , 2026 2026
AI-Powered Satellite Imagery Processing for Global Air Traffic Surveillance F Kayusi, P Chavula, L Juma, R Mishra, MM Mijwil, M Abotaleb 2026
Quantifying Teachers’ Knowledge and Attitudes Toward Personal Data Protection Using Regression Models A Shabani, B Qehaja, E Hajrizi, H Al-thabhawee, A Annuk, H Alkattan, ... International Journal of Innovative Technology and Interdisciplinary … , 2026 2026
Data-Driven Regression Modelling of Insolvency Outcomes: Judicial Efficiency, Foreign Participation, and Recovery Trends T Hoxha, E Olldashi, BH Almahmodi, A Annuk, H Alkattan, M Abotaleb International Journal of Innovative Technology and Interdisciplinary … , 2026 2026 Citations: 1
Spatiotemporal Analysis of Rainfall Variability in Najaf, Iraq (1980–2020) Using CRU Data and MATLAB H Alkattan, AS Alhumaima, RHC Alfilh, G AL-Thabhawee, M Abotaleb, ... 2026
Exploring the truncated M-fractional exact solitons, modulation instability, and stability analysis of the Kudryashov–Sinelshchikov model H Qawaqneh, M Abotaleb, MA Alomair, LA Aldoghan AIMS Mathematics 11 (4), 9470-9491 , 2026 2026
Monitoring Land Use and Land Cover Changes in Najaf Using MODIS MCD12Q1 Data (2001-2023) K Dhoska, M Abotaleb, RHC Alfilh, AS Alhumaima, H Alkattan South American Publishing Books Chapters , 2026 2026
Analysis of Temperature Trends in Najaf City (1980-2020) use MATLAB G AL-Thabhawee, K Dhoska, M Abotaleb, RHC Alfilh, AS Alhumaima, ... South American Publishing , 2026 2026
AI Applications for Environmental Monitoring and Pollution Control M Mijwil, SY Mohammed, K Dhoska, M Abotaleb South American Publishing Books Chapters , 2026 2026
Drought Forecasting Using Feed Forward Multi-Layer Perceptron (MLP) Neural Networks K Dhoska, M Abotaleb, RHC Alfilh, AS Alhumaima, H Alkattan Rethinking homo economicus, 12 , 2026 2026
Spatiotemporal Analysis of Rainfall Variability in Najaf, Iraq (1980-2020) Using CRU Data and MATLAB GAL Thabhawee, K Dhoska, M Abotaleb, RHC Alfilh, AS Alhumaima, ... Rethinking homo economicus, 13 , 2026 2026
AI Applications for Environmental Monitoring and Pollution Control SY Mohammed, HM Saleh, M Mijwil, M Abotaleb SAP Superintelligence Series 3, 46-46 , 2026 2026
Performance Evaluation of Logistic Regression, Random Forest, and SVM Models in Heart Disease Prediction DR Hussein, AS Alhumaima, H Alkattan, M Abotaleb Journal of Transactions in Systems Engineering 4 (1), 522-537 , 2026 2026
A Data-Driven Predictive Approach to Balancing Mixture Compressive Strength and Cost in Concrete Design M Abotaleb Advances in Engineering and Intelligence Systems 4 (04), 16-33 , 2025 2025
K-Means Clustering for Evolutionary Staging in a Human Evolution Dataset AH Elias, AH Elias, SM Hasan, M Abotaleb Journal of Transactions in Systems Engineering 3 (3), 489-507 , 2025 2025
Machine Learning Analysis of Social Media Usage Patterns and Mental Health Indicators DR Hussein, AS Alhumaima, H Alkattan, M Abotaleb Journal of Transactions in Systems Engineering 3 (3), 471-488 , 2025 2025 Citations: 1
ENHANCING EXPORT MANAGEMENT STRATEGIES: A COMPARATIVE ANALYSIS OF FORECASTING MODELS FOR LEMONGRASS OIL. HP Singh Choudhri, S Ray, M Abotaleb, T Biswas, N Mishra, RK Tiwari, ... International Journal of Agricultural & Statistical Sciences 21 (2) , 2025 2025
MOST CITED SCHOLAR PUBLICATIONS
Network Intrusion Detection Based on Feature Selection and Hybrid Metaheuristic Optimization. R Alkanhel, ESM El-kenawy, AA Abdelhamid, A Ibrahim, MA Alohali, ... Computers, Materials & Continua 74 (2) , 2023 2023.0 Citations: 238
& Khafaga, DS (2022) MM Eid, ESM El-Kenawy, N Khodadadi, S Mirjalili, E Khodadadi, ... Meta-heuristic optimization of LSTM-based deep network for boosting the … , 0 Citations: 197
Metaheuristic optimization for improving weed detection in wheat images captured by drones ESM El-Kenawy, N Khodadadi, S Mirjalili, T Makarovskikh, M Abotaleb, ... Mathematics 10 (23), 4421 , 2022 2022.0 Citations: 135
A survey on artificial intelligence in cybersecurity for smart agriculture: State-of-the-art, cyber threats, artificial intelligence applications, and ethical concerns G Ali, MM Mijwil, BA Buruga, M Abotaleb, I Adamopoulos Mesopotamian Journal of Computer Science 2024, 53-103 , 2024 2024.0 Citations: 121
From pixels to diagnoses: deep learning's impact on medical image processing-a survey MM Mijwil, AH Al-Mistarehi, M Abotaleb, ESM El-Kenawy, A Ibrahim, ... Wasit Journal of Computer and Mathematics Science 2 (3), 9-15 , 2023 2023.0 Citations: 117
Analysing the impact of COVID-19 outbreak and economic policy uncertainty on stock markets in major affected economies A Matuka, SS Asafo, GO Eweke, P Mishra, S Ray, M Abotaleb, ... 6th Smart Cities Symposium (SCS 2022) 2022, 372-378 , 2022 2022.0 Citations: 114
Forecasting production of potato for a sustainable future: global market analysis P Mishra, AA Alhussan, DS Khafaga, P Lal, S Ray, M Abotaleb, K Alakkari, ... Potato Research 67 (4), 1671-1690 , 2024 2024.0 Citations: 104
Meta-heuristic optimization of LSTM-based deep network for boosting the prediction of monkeypox cases MM Eid, ESM El-Kenawy, N Khodadadi, S Mirjalili, E Khodadadi, ... Mathematics 10 (20), 3845 , 2022 2022.0 Citations: 104
Solving of the inverse boundary value problem for the heat conduction equation in two intervals of time BT Al-Nuaimi, HK Al-Mahdawi, Z Albadran, H Alkattan, M Abotaleb, ... Algorithms 16 (1), 33 , 2023 2023.0 Citations: 99
Al-Biruni Based Optimization of Rainfall Forecasting in Ethiopia. ESM El-Kenawy, AA Abdelhamid, F Alrowais, M Abotaleb, A Ibrahim, ... Computer Systems Science & Engineering 46 (1) , 2023 2023.0 Citations: 95
Hybrid grey wolf and dipper throated optimization in network intrusion detection systems R Alkanhel, D Khafaga, ES El-Kenawy, A Abdelhamid, A Ibrahim, R Amin, ... Computers, Materials, & Continua 74 (2), 2695 , 2023 2023.0 Citations: 90
Ensuring security and privacy in healthcare systems: a review exploring challenges, solutions, future trends, and the practical applications of artificial intelligence I Bala, I Pindoo, MM Mijwil, M Abotaleb, W Yundong Jordan Medical Journal 58 (3) , 2024 2024.0 Citations: 89
Hybrid Dipper Throated and Grey Wolf Optimization for Feature Selection Applied to Life Benchmark Datasets. DS Khafaga, ESM El-kenawy, FK Karim, M Abotaleb, A Ibrahim, ... Computers, Materials & Continua 74 (2) , 2023 2023.0 Citations: 88
& Khafaga, DS (2022). Metaheuristic optimization for improving weed detection in wheat images captured by drones ESM El-Kenawy, N Khodadadi, S Mirjalili, T Makarovskikh, M Abotaleb, ... Mathematics 10 (23), 4421 , 0 Citations: 85
Identification of cardiovascular disease risk factors among diabetes patients using ontological data mining techniques AA Abdelhamid, MM Eid, M Abotaleb, SK Towfek Journal of Artificial Intelligence and Metaheuristics 4 (2), 45-53 , 2023 2023.0 Citations: 78
& Kadi, A.(2023). A hybrid deep learning model for rainfall in the wetlands of southern Iraq F Alqahtani, M Abotaleb, AA Subhi, ESM El-Kenawy, AA Abdelhamid, ... Modeling Earth Systems and Environment, 1-18 , 0 Citations: 71
Food resources in food system technology: Bifunctional food system technology based on pickering emulsions I Potoroko, A Kadi, A Paymulina, U Bagale, M Abotaleb, EM El-Kenawy 6th Smart Cities Symposium (SCS 2022) 2022, 368-371 , 2022 2022.0 Citations: 68
Arrhythmia modern classification techniques: A review M Saber, M Abotaleb J. Artif. Intell. Metaheuristics 1 (2), 42-53 , 2022 2022.0 Citations: 67
State of the art in total pulse production in major states of India using ARIMA techniques P Mishra, A Yonar, H Yonar, B Kumari, M Abotaleb, SS Das, SG Patil Current Research in Food Science 4, 800-806 , 2021 2021.0 Citations: 64
Modeling and forecasting of milk production in the SAARC countries and China P Mishra, A Matuka, MSA Abotaleb, W Weerasinghe, K Karakaya, SS Das Modeling Earth Systems and Environment 8 (1), 947-959 , 2022 2022.0 Citations: 63