Machine Learning Meets Meta-Heuristics: Bald Eagle Search Optimization and Red Deer Optimization for Feature Selection in Type II Diabetes Diagnosis. [PDF]
Bioengineering (Basel)This article investigates the effectiveness of feature extraction and selection techniques in enhancing the performance of classifier accuracy in Type II Diabetes Mellitus (DM) detection using microarray gene data.
Chellappan D, Rajaguru H.
europepmc +4 more sources
Bald eagle search algorithm: a comprehensive review with its variants and applications
Systems Science & Control EngineeringBald Eagle Search (BES) is a recent and highly successful swarm-based metaheuristic algorithm inspired by the hunting strategy of bald eagles in capturing prey. With its remarkable ability to balance global and local searches during optimization, the BES
Mohammed A. El-Shorbagy +4 more
doaj +3 more sources
Improved Bald Eagle Search Optimization with Synergic Deep Learning-Based Classification on Breast Cancer Imaging. [PDF]
Cancers (Basel), 2022 Medical imaging has attracted growing interest in the field of healthcare regarding breast cancer (BC). Globally, BC is a major cause of mortality amongst women. Now, the examination of histopathology images is the medical gold standard for cancer diagnoses.
Hamza MA +7 more
europepmc +5 more sources
Optimization of DFIG power control using the Bald Eagle search algorithm
Energy Conversion and Management: XIn light of the growing demand for sustainable energy and the diminishing viability of conventional fossil fuels, wind energy has become a compelling alternative particularly in wind-rich regions such as Morocco.
Chojaa Hamid +4 more
doaj +3 more sources
Applied SciencesIn this study, the Bald Eagle Search Algorithm performed hydrogen consumption and battery cycle optimization of a fuel cell electric vehicle. To save time and cost, the digital vehicle model created in Matlab/Simulink and validated with real-world ...
Efe Savran, Esin Karpat, Fatih Karpat
doaj +4 more sources
Bald eagle search algorithm based PI control method for speed control of BLDC motor drives
AIMS Electronics and Electrical EngineeringOptimizing the proportional-integral (PI) controllers in brushless direct current (BLDC) motors can improve performance by minimizing the rise time, settling time, and steady-state error.
Amer Abdulkareem Arwa +2 more
doaj +3 more sources
Enhancing Cybersecurity in the Internet of Things Environment Using Bald Eagle Search Optimization With Hybrid Deep Learning [PDF]
IEEE AccessNowadays, the Internet of Things (IoT) has become a rapid development; it can be employed by cyber threats in IoT devices. A correct system to recognize malicious attacks at IoT platforms became of major importance to minimize security threats in IoT ...
Louai A. Maghrabi +6 more
doaj +3 more sources
Task Offloading Strategy of Vehicular Networks Based on Improved Bald Eagle Search Optimization Algorithm [PDF]
Applied Sciences, 2022 To reduce computing delay and energy consumption in the Vehicular networks, the total cost of task offloading, namely delay and energy consumption, is studied.
Xianhao Shen +3 more
doaj +2 more sources
Integration of Electric Vehicle Charging Stations and DSTATCOM in Practical Indian Distribution Systems Using Bald Eagle Search Algorithm [PDF]
IEEE Access, 2023 Because of the increasing growth of Electric Vehicle (EV) in India, more electricity is required to power such vehicles. It is also gaining popularity because of its low maintenance, improved performance, and zero carbon impact.
T. Yuvaraj +4 more
openalex +2 more sources