Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models حسب Saad Hameed (6488738)

"…While Particle Swarm Optimization (PSO) and Large Language Models (LLMs) have been individually applied in optimization and deep learning, their combined use for enhancing convergence in numerical optimization tasks remains underexplored. …"

Mathematical Model-Based Optimization of Continuous Flow Photobioreactor Operating at Steady State Using MATLAB Optimization Function حسب Ibrahim M. Abu-Reesh (4501213)

"…The model-based optimization predicts the best performance of PBR without conducting experiments. …"

A practical routing model for optimized pavement data collection حسب Bazi, Gabriel

"…The routing of these vehicles, however, is often managed in an ad hoc manner with significant expense. This paper introduces a practical optimization method for designing the routes of pavement data collection equipment. …"
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Using genetic algorithms to optimize software quality estimation models حسب Azar, Danielle

"…Hence, the accuracy of the models often deteriorates significantly when they are used to classify new data. …"
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An ant colony optimization algorithm to improve software quality prediction models حسب Azar, D.

"…As a result, the prediction models built on one data set show a significant deterioration of their accuracy when they are used to classify new, unseen data. …"
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Edge-Optimized Deep Learning Architectures for Classification of Agricultural Insects with Mobile Deployment حسب Akhtar, Muhammad Hannan

"…The best quantized model, produced through Post-Training Quantization, was able to maintain a classification accuracy of 77.8% while significantly reducing the model size from 33 MB to 9.6 MB. …"
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Optimizing malicious website prediction: An advanced XGBoost-based machine learning model حسب Sumaira Hussain (19259669)

Anomaly Detection on Smart Grids With Optimized Convolutional Long Short-Term Memory Model حسب Ahmad N. Alkuwari (22392226)

"…Through extensive experimentation, the optimized ConvLSTM model is shown to demonstrate superior performance in detecting attacks; it achieves a high accuracy of 91.3% compared with other models in classifying these attacks. …"

Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach حسب 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 Stackelberg Game Theory Model for Integrated Community Energy Storage Systems حسب Sobhan Dorahaki (20545670)

Active distribution network type identification method of high proportion new energy power system based on source-load matching حسب Qinlin, Shi

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Hybrid African vultures–grey wolf optimizer approach for electrical parameters extraction of solar panel models حسب Mahmoud A. Soliman (17346778)

"…<p dir="ltr">Three-diode model (TDM) of photovoltaic (PV) cells is a significantly precise model that addresses the electrical and optical losses in such PVs. …"

Optimization and assessment of solar-assisted cooling systems: A multicriteria framework and comparative study حسب Dana, Alghool

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QFD-based optimization model for mitigating sustainable supply chain management adoption challenges for Bangladeshi RMG industries حسب Md Al Amin (17808299)

"…The research gap addressed in this study is the lack of a comprehensive, data-driven optimization model for effectively mitigating sustainable <u>supply chain management</u> adoption challenges specific to the Bangladeshi Readymade Garments (RMG) industry. …"

Optimization and assessment of solar-assisted cooling systems: A multicriteria framework and comparative study حسب Dana Alghool (10340691)

Electric Grid Resilience Enhancement During Natural Disasters: An Optimization-Based UAV Inspection and Dynamic Crew Dispatch Model حسب Serag, Yousef

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Optimizing pre-copy live virtual machine migration in cloud computing using machine learning-based prediction model حسب Raseena M. Haris (17773470)

Preoperative Bevacizumab Does Not Significantly Increase Postoperative Complication Rates in Patients Undergoing Hepatic Surgery for Colorectal Cancer Liver Metastases حسب Kesmodel, Susan

"…Univariate and multivariate logistic regression models were used to evaluate the association of patient and tumor characteristics, neoadjuvant therapy, and operative factors with postoperative complications. …"
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Operations management of outpatient chemotherapy process: An optimization-oriented comprehensive review حسب Majed Hadid (17148364)

"…The OCP optimization-oriented research framework was obtained through social network analysis of the formulation narratives of the models. …"

Energy storage technologies: An integrated survey of developments, global economical/environmental effects, optimal scheduling model, and sustainable adaption policies حسب Mohammad, Amir

"…This proposed study also provides useful and practical information to readers, engineers, and practitioners on the global economic effects, global environmental effects, organization resilience, key challenges, and projections of energy storage technologies. An optimal scheduling model is also proposed. Policies for sustainable adaptation are then described. …"
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