Mohamed Abd Elaziz
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View article: CARO: Chaotic Artificial Rabbit Optimization Algorithm for Feature Selection
CARO: Chaotic Artificial Rabbit Optimization Algorithm for Feature Selection Open
A modified version of Artificial Rabbit Optimization Algorithm (ARO) for feature selection is proposed in this paper. The ARO method is one of the swarm intelligence algorithms that mimic survival strategies of rabbits in nature. This rese…
View article: Improving medical image classification based on Boosted Beluga Whale Optimizer with Triangular Mutation and Cross Vision transformer models
Improving medical image classification based on Boosted Beluga Whale Optimizer with Triangular Mutation and Cross Vision transformer models Open
In this study, we introduce a framework for medical image classification that combines deep learning models with modified Beluga Whale Optimization as a feature selection technique. Our approach utilizes a feature extraction technique call…
View article: Characterization of the YCjN ABC Transporter in Escherichia coli: Role in Maltose and Ethidium Bromide Transport
Characterization of the YCjN ABC Transporter in Escherichia coli: Role in Maltose and Ethidium Bromide Transport Open
This study investigated the functional role of the ycjN gene in Escherichia coli, hypothesizing that its encoded protein, YcjN, functions as a carbohydrate transporter. Bioinformatics analysis confirmed YcjN as a solute-binding protein (SB…
View article: Deep learning-based feature selection for detection of autism spectrum disorder
Deep learning-based feature selection for detection of autism spectrum disorder Open
Introduction Autism Spectrum Disorder (ASD) is a neurodevelopmental condition characterized by challenges in communication, social interactions, and repetitive behaviors. The heterogeneity of symptoms across individuals complicates diagnos…
View article: Mandibular condyle detection using deep learning and double attractor-based energy valley optimizer algorithm
Mandibular condyle detection using deep learning and double attractor-based energy valley optimizer algorithm Open
The temporomandibular joint (TMJ) constitutes a bilateral ginglymoarthrodial joint, wherein each condyle interacts with its corresponding glenoid fossa of the temporal bone. There is a critical need to understand better and accurately char…
View article: Optimizing Soil Health and Maize Yield Under Salinity Stress with Compost and Sulfur Nanoparticles
Optimizing Soil Health and Maize Yield Under Salinity Stress with Compost and Sulfur Nanoparticles Open
Soil salinity poses a significant challenge to agricultural productivity, particularly in arid and semi-arid regions. This study explores the effect of compost, elemental sulfur (ES), sulfur nanoparticles (SNPs), and their combinations, i.…
View article: Federated learning framework for IoT intrusion detection using tab transformer and nature-inspired hyperparameter optimization
Federated learning framework for IoT intrusion detection using tab transformer and nature-inspired hyperparameter optimization Open
Intrusion detection has been of prime concern in the Internet of Things (IoT) environment due to the rapid increase in cyber threats. Majority of traditional intrusion detection systems (IDSs) rely on centralized models, raising significan…
View article: Enhancing photovoltaic parameters based on modified puma optimizer
Enhancing photovoltaic parameters based on modified puma optimizer Open
This article presents a photovoltaic (PV) optimization approach using the puma optimizer (PO) approach, which has been enhanced by utilizing Lévy flight optimization. The name of this approach is modified puma optimizer (MPO). PV generatio…
View article: Modelling distillate output of a solar distiller with eco-friendly wood-based steam generation basin using machine learning model and starling murmuration optimizer
Modelling distillate output of a solar distiller with eco-friendly wood-based steam generation basin using machine learning model and starling murmuration optimizer Open
Yield augmentation of solar distiller (SD) using low-cost modifications with minimum environmental impacts is highly desirable. In this study, we developed an eco-friendly steam generation device made of carbonized Ficus sycomorus wood to …
View article: Evaluating the Impact of Nano-Silica and Silica Hydrogel Amendments on Soil Water Retention and Crop Yield in Rice and Clover Under Variable Irrigation Conditions
Evaluating the Impact of Nano-Silica and Silica Hydrogel Amendments on Soil Water Retention and Crop Yield in Rice and Clover Under Variable Irrigation Conditions Open
The use of water-efficient soil amendments has gained increasing importance in agriculture, particularly in regions facing water scarcity. So, this study evaluates the impact of silica and nano-silica hydrogels on soil water retention, cro…
View article: Q‐<scp>GEV</scp> Based Novel Trainable Clustering Scheme for Reducing Complexity of Data Clustering
Q‐<span>GEV</span> Based Novel Trainable Clustering Scheme for Reducing Complexity of Data Clustering Open
This paper presents a new data clustering technique aimed at enhancing the performance of the trainable path‐cost algorithm and reducing the computational complexity of data clustering models. The proposed method facilitates the discovery …
View article: Enhancing Soil Health and Crop Performance Under Saline-Sodic Calcareous Soil: A Comparative Study of Nano-Sulfur and Mineral Sulfur Combined with Compost Application
Enhancing Soil Health and Crop Performance Under Saline-Sodic Calcareous Soil: A Comparative Study of Nano-Sulfur and Mineral Sulfur Combined with Compost Application Open
Calcareous soils, prevalent in arid and semi-arid regions, often limit agricultural productivity due to their alkaline nature and poor nutrient availability. This study assessed the effects of mineral sulfur (312 kg ha−1), nano-sulfur (12,…
View article: Assessment of Potentially Toxic Elements in Four Melon Fruit Varieties Grown in the Ganges and Yamuna River Basin
Assessment of Potentially Toxic Elements in Four Melon Fruit Varieties Grown in the Ganges and Yamuna River Basin Open
The present study aimed to investigate the occurrence of eight potentially toxic elements (PTEs) in selected varieties of watermelon (Citrullus lanatus var. Arka Shyama and Crimson Sweet) and muskmelon (Cucumis melo var. Cantaloupe and Kaj…
View article: Enhanced hunger games search algorithm that incorporates the marine predator optimization algorithm for optimal extraction of parameters in PEM fuel cells
Enhanced hunger games search algorithm that incorporates the marine predator optimization algorithm for optimal extraction of parameters in PEM fuel cells Open
This article introduces a novel optimization approach to improve the parameter estimation of proton exchange membrane fuel cells (PEMFCs), which are critical for diverse applications but are challenging to model due to their nonlinear beha…
View article: Advancing multiple sclerosis diagnosis through an innovative hybrid AI framework incorporating Multi-view ResNet and quantum RIME-inspired metaheuristics
Advancing multiple sclerosis diagnosis through an innovative hybrid AI framework incorporating Multi-view ResNet and quantum RIME-inspired metaheuristics Open
The rising global incidence of Multiple Sclerosis (MS), an autoimmune disorder that impacts the central nervous system, demands novel diagnostic approaches for early detection and intervention. Given the challenges of irreversible MS progr…
View article: Polyp image segmentation based on improved planet optimization algorithm using reptile search algorithm
Polyp image segmentation based on improved planet optimization algorithm using reptile search algorithm Open
To recognize the potential for colon polyps to develop into cancer over time, early diagnosis is crucial for preventative healthcare. Timely identification significantly improves the prognosis and treatment outcomes for colorectal cancer p…