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5G Network Deployment Planning Using Metaheuristic Approaches
Published 2024-07-01“…The study compares the effectiveness of Genetic Algorithm (GA), Particle Swarm Optimization (PSO), Simulated Annealing (SA), and Grey Wolf Optimizer (GWO) in both Urban Macro (UMa) and Remote Macro (RMa) deployment scenarios that overcome the limitations of the current method of 5G deployment, which involves adopting Non-Standalone (NSA) architecture. …”
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A Comprehensive Overview of Single-Source and Dual-Source Energy Balance Algorithms for Estimating Actual Evapotranspiration
Published 2025-02-01“…The goal of the present research is to introduce and compare several evapotranspiration estimation methods, including Surface Energy Balance Algorithm for Land (SEBAL) model, Mapping EvapoTranspiration at high Resolution with Internalized Calibration (METRIC) model, Surface Energy Balance System (SEBS) model, Simpled Surface Energy Balance Index (S-SEBI) model, Operational Simplified Surface Energy Balance (SSEBop) model— Two- Source (soil + canopy) (TSM) model and Two-Source Time Integrated (TSTIM) model. …”
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Algorithm for Managing Patients Hospitalized in the Surgical Wards Due to COVID-19-Related Acute Abdominal Pathology
Published 2024-10-01“…Was to improve the outcomes of treatment of patients with COVID-19-related acute abdominal pathology by developing and implementing an algorithm for the diagnosis and treatment of those patients.MATERIAL AND METHODS. …”
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RAWSN: A Routing Algorithm Based on Auxiliary Nodes to Reduce Energy Consumption in Wireless Sensor Networks
Published 2013-12-01“…In this research cluster head is selected by genetic algorithm. …”
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A comparative study of deepfake facial manipulation technique using generative adversarial networks
Published 2025-06-01Get full text
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1432
Research on the Application of Reinforcement Learning in Hybrid Electric Vehicle Energy Management
Published 2020-08-01Get full text
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1433
Optimizing machine learning algorithms for diabetes data: A metaheuristic approach to balancing and tuning classifiers parameters
Published 2024-09-01“…To address these issues, this research focuses on devising a methodological metaheuristic optimization, a machine learning algorithm tailored for diabetes data balancing, and classifier hyperparameter tuning. …”
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RACER: A Lightweight Distributed Consensus Algorithm for the IoT with Peer-Assisted Latency-Aware Traffic Optimisation
Published 2025-04-01“…The RACER framework eliminates the need for synchronised networks and clocks by implementing the Sequenced Probabilistic Double Echo (SPDE) algorithm, which operates asynchronously without timing assumptions. …”
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Research on dust identification and concentration detection method based on machine vision
Published 2025-08-01Get full text
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1438
A Novel Data-Driven Fault Diagnosis Algorithm Using Multivariate Dynamic Time Warping Measure
Published 2014-01-01“…The experimental results demonstrate the improved performance of the proposed algorithm when compared with other classical PM-FD classical methods.…”
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Measuring Comparative Statistical Effectiveness of Cancer Subtype Categorization Using Gene Expression Data
Published 2024-06-01Get full text
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Differences in emotional expression among college students: a study on integrating psychometric methods and algorithm optimization
Published 2025-03-01“…In order to improve the precision of data analysis, random forests, support vector machines, and neural network machine learning algorithms were applied, and the variance analysis was used to calculate and compare the emotional differences of different genders and academic backgrounds in different grades. …”
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