Decomposition-based wind power forecasting models and their boundary issue: An in-depth review and comprehensive discussion on potential solutions by Yinsong Chen (16685508)

“…Decomposition-based hybrid models have gained significant popularity in recent years. …”

SEM-machine learning-based model for perusing the adoption of metaverse in higher education in UAE by Aburayyaa , Ahmad

Get full text
Get full text

A framework based on an input-yield model for greenhouse optimisation for varying environmental conditions by Farhat Mahmood (15468854)

“…Therefore, this study proposes a framework based on an analytical input-yield model that dynamically determines the electricity, water, light, and CO₂ requirements, along with the estimated yield, hourly throughout the crop's growth cycle. …”

Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach by Fatima-Azahraa Bourhim (16876020)

“…A developed decision support model based a comprehensive wind turbine modeling and a constrained techno-economic optimization framework is presented. …”

A meta-analysis to gauge the impact of pedagogies employed in mixed-ability high school biology classrooms by Malavika E. Santhosh (19676188)

“…Further findings also propound the necessity for future studies evaluating affective gains during project-based, problem-based, and argumentation-based models and behavioral gains during blended models. …”

Serum Vitamin D Concentration ≥75 nmol/L Is Related to Decreased Cardiometabolic and Inflammatory Biomarkers, Metabolic Syndrome, and Diabetes; and Increased Cardiorespiratory Fitn... by Vijay Ganji (8710491)

The Impact of Capital Formation on Economic Diversification in GCC Countries—Empirical Analysis Based on the PVAR Model by Abdulrahman M. Jolo (19365460)

On Equivalent Circuit Model-Based State-of-Charge Estimation for Lithium-Ion Batteries in Electric Vehicles by Fatma Ahmed (11084787)

“…This paper presents a comprehensive study on the SoC estimation of LIBs using advanced model-based methods. The practical implications of this research are significant, as they provide a reliable and efficient approach to SoC estimation, enhancing the performance and lifespan of LIBs in real-world applications, particularly EVs. …”

SoccerNet: A Gated Recurrent Unit-based model to predict soccer match winners by Jassim AlMulla (16726296)

“…To the best of our knowledge, the proposed model is the first DL-based model in predicting match winners from any professional football leagues in the Middle East and North Africa (MENA) region. …”

Simulating the thermal behavior of buildings using artificial neural networks-based coarse-grain modeling by Abi-Shdid, C.

Get full text
Get full text
Get full text
Get full text

Metabolomics-based prediction model for diabetes: A comprehensive analysis of biomarkers and machine learning approaches by Doaa Farid (22565300)

“…Targeted metabolites were selected based on correlation strength with diabetes status. …”

Investigations on Entrepreneurship Needs, Challenges, and Models for Countries in Transition to Sustainable Development from Resource-Based Economy—Qatar as a Case by Mohammad I. Al-Housani (19170967)

Environment, Education, and Personality Innovation Based Index by Al Qawasmi, Mahmoud Ghandi Mahmoud

Get full text

An ensemble-based machine learning model for predicting type 2 diabetes and its effect on bone health by Belqes Alsadi (18695031)

“…Recursive feature elimination (RFE) was leveraged to identify a subset of features to improve the performance of model. …”

A Meta-Analysis to Gauge the Effectiveness of STEM Informal Project-Based Learning: Investigating the Potential Moderator Variables by Malavika Santhosh (17714346)

“…However, the participants’ educational level and study location (country) did not emerge as being significant. This study contributes to the bulk of literature that can help academicians to design, develop and implement effective STEM-based informal PjBL models, with special consideration for influential variables (teaching method, assessment method, grade, location, course duration, group size, and subject area).…”

PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks by Rawan AlSaad (14159019)

The Impact Of Teachers’ Differentiated Initiations And Feedback On Students’ Responses: A Model Based On Audience Design And Bloom’s Taxonomy Of Cognitive Domains by ZAGHAB, MAI IDREES

Get full text

Photobiomodulation Suppresses Alpha-Synuclein-Induced Toxicity in an AAV-Based Rat Genetic Model of Parkinson’s Disease by Abid Oueslati (816135)

“…In the present study, we report that chronic PMB treatment mitigates dopaminergic loss induced by unilateral overexpression of human α-synuclein (α-syn) in the substantia nigra of an AAV-based rat genetic model of Parkinson’s disease (PD). …”

A novel spherical fuzzy-based decision model for assessing data management maturity in governmental institutions by Muna Salem AlFadhli (22303876)

“…For methodology, the study pioneers the hybridization of spherical fuzzy sets (SFSs) built on the criteria importance through intercriteria correlation (CRITIC) and the evaluation based on distance from average solution (EDAS) model. …”

Hyperspectral-physiological based predictive model for transpiration in greenhouses under CO₂ enrichment by Ikhlas Ghiat (16932564)

“…The results demonstrated the inclusion of hyperspectral-based vegetation indices significantly increased the performance of the three machine learning models in predicting transpiration. …”