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Research on High-Reliability Energy-Aware Scheduling Strategy for Heterogeneous Distributed Systems
Published 2025-06-01Get full text
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A Bayesian-Optimized Surrogate Model Integrating Deep Learning Algorithms for Correcting PurpleAir Sensor Measurements
Published 2024-12-01“…This study introduces BaySurcls, a Bayesianoptimised surrogate model integrating deep learning (DL) algorithms to improve the PurpleAir sensor PM2.5 (PAS2.5) measurement accuracy. …”
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1746
Urban growth simulation using cellular automata model and machine learning algorithms (case study: Tabriz metropolis)
Published 2021-12-01“…Also, among the algorithms used in this research, the random forest algorithm based on ensemble learning has a higher advantage than the two-support vector machine and the artificial neural network algorithms.…”
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Analysis of Multivariate Indoor Building Data: A Comparative Study of Time-Series Clustering Methods
Published 2025-01-01Get full text
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A novel TID + IDN controller tuned with coatis optimization algorithm under deregulated hybrid power system
Published 2025-02-01“…The controller’s parameters are optimized using an advanced Coatis Optimization Algorithm (COA). High effective efficiency and absence of control parameters are the key advantages of Coatis Optimization Algorithm. …”
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River Radii: A Comparative National Framework for Remote Monitoring of Environmental Change at River Mouths
Published 2025-04-01Get full text
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Research on Quality Anomaly Recognition Method Based on Optimized Probabilistic Neural Network
Published 2020-01-01Get full text
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Research on On-line Distribution Control Method of Driving Torque of Dual Hub Motor
Published 2024-02-01Get full text
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UAV mission scheduling with completion time, flight distance, and resource consumption constraints
Published 2023-12-01“…We derive upper bounds for optimal solutions, so that our heuristic solutions can be compared with optimal solutions. We experimentally evaluate the performance of our heuristic algorithms. …”
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Research on the Wetland Vegetation Classification Method Based on Cross-Satellite Hyperspectral Images
Published 2025-04-01“…Domain adaptation methods leveraging Generative Adversarial Networks (GANs) have been extensively researched and applied in the realm of cross-sensor land feature classification. …”
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Insights into landslide susceptibility: a comparative evaluation of multi-criteria analysis and machine learning techniques
Published 2025-12-01“…This research addresses these gaps by comparing logistic regression (LR), random forest (RF), support vector machines (SVM), and MCA, focusing on landslide susceptibility in Petrópolis, Brazil. …”
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Artificial Bee Colony Algorithm Based on the Division Between Exploration and Exploitation and Its Application in Esophageal Cancer Prediction
Published 2025-07-01“…In addition, its effectiveness in practical optimization problems is validated using esophageal cancer prediction as an example. Future research can be approached from two perspectives. First, the proposed algorithm will be applied to address more practical problems such as path planning and image processing. …”
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Research on Path Optimization of Vehicle-Drone Joint Distribution considering Customer Priority
Published 2024-01-01Get full text
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Research on the cooperative offloading strategy of sensory data based on delay and energy constraints
Published 2023-03-01Get full text
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Towards an optimization of catheter guidance in vascular surgery: A comparative analysis of the contribution of reinforcement learning
Published 2024-01-01“…By adopting these techniques, medical practices could see more accurate and less invasive procedures, enhancing patient outcomes. Future research should aim to refine these algorithms for wider clinical use and integration.…”
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