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5081
Kinematic Optimization of a Flexible Wing Undergoing Flapping and Pitching
Published 2021-01-01“…In addition, the optimization algorithm maximizes the thrust efficiency while satisfying the required lift. …”
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5082
Enhancing classification of a large lower-limb motor imagery EEG dataset for BCI in knee pain patients
Published 2025-08-01“…Traditional decoding algorithms achieved accuracies of 51.43%, 55.71%, and 76.21%, while the proposed OTFWRGD algorithm reached an average accuracy of 86.41%. …”
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5083
Using Graph Neural Networks in Reinforcement Learning With Application to Monte Carlo Simulations in Power System Reliability Analysis
Published 2024-01-01“…For the actor part of this architecture, we have implemented both a deterministic agent being a variant of the Twin Delayed DDPG-algorithm, and a stochastic agent with similarities to the Soft Actor Critic-algorithm. …”
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5084
A Multi-Objective PSO-GWO Approach for Smart Grid Reconfiguration with Renewable Energy and Electric Vehicles
Published 2025-04-01“…Distribution network reconfiguration emerges as a pivotal strategy to mitigate power losses, facilitate the seamless assimilation of renewable generation, and regulate the charging and discharging dynamics of EVs, thereby constituting a critical endeavor in modern electrical engineering. While the Particle Swarm Optimization algorithm is renowned for its rapid convergence and effective exploitation of solution spaces, its capacity to thoroughly explore complex search domains remains limited, particularly in multifaceted optimization challenges. …”
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5085
Tensor-Based Efficient Federated Reinforcement Learning for Cyber-Physical-Social Intelligence
Published 2025-06-01“…By leveraging tensor to model state-action values and employing tensor decomposition techniques for dimensionality reduction, this method effectively reduces model parameters and communication overhead while maintaining strong interpretability, accelerates algorithm convergence speed. …”
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5086
Towards Optimizing the Downlink Transmit Power in UAV-Integrated IRS Wireless Systems
Published 2025-04-01“…In interference scenarios and with different numbers of IRS meta-atoms, the proposed algorithm achieves a power reduction of approximately 8 and 13 dBm, while maintaining the same required signal-to-interference-plus-noise ratio. …”
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5087
Bats of a feather: Range characteristics and wing morphology predict phylogeographic breaks in volant vertebrates
Published 2025-04-01“…In bats, phylogeographic breaks are concentrated in biodiversity hotspots while breaks estimated in bird species are more widespread across temperate and tropical zones. …”
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5088
AI based data-driven point cloud optimization strategy in cloud computing framework for improving rendering performance of virtual city scenes
Published 2025-07-01“…Comparison of the proposed method and model of the study revealed that the F1 value and accuracy of the proposed algorithm was 0.87 and 93.9% respectively, which is better than the comparison algorithm. …”
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5089
Enhancing Pose Estimation Using Multiple Graphical Markers with Spatial and Temporal Outlier Detection
Published 2024-11-01“…Our approach incorporates two key mechanisms: spatial consistency verification to detect invalid markers within the marker array, and temporal stability analysis to identify and exclude outlier measurements. The algorithm enhances pose estimation accuracy by averaging measurements from valid markers while preventing any single marker from dominating the estimation process. …”
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5090
Optimization of Electric Vehicle Charging and Discharging Strategies Considering Battery Health State: A Safe Reinforcement Learning Approach
Published 2025-05-01“…The algorithm filters out strategies that violate constraints by introducing a logarithmic barrier function. …”
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5091
Optimizing ML models for cybercrime detection: balancing performance, energy consumption, and carbon footprint through multi-objective optimization
Published 2025-04-01“…The research utilizes the Non-Dominated Sorting Genetic Algorithm II (NSGA-II), a multi-objective evolutionary algorithm (MOEA), to reduce data dimensionality and identify key features for traffic analysis related to global human trafficking (HTr). …”
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5092
libBICOS – An Open Source GPU-Accelerated Library implementing BInary COrrespondence Search for 3D Reconstruction
Published 2024-12-01“…Our GPU-accelerated implementation reduces the latency of disparity computation using 7MP images on modern hardware down to 20 milliseconds. Based on the algorithm introduced by Dietrich et al. (2019), we extend their approach by increasing the descriptor size while augmenting postprocessing to increase its applicability on other types of pattern projections. …”
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5093
Intuition-guided Reinforcement Learning for Soft Tissue Manipulation with Unknown Constraints
Published 2025-01-01“…Successful simulation results confirmed that the proposed framework can manipulate the soft tissue while avoiding obstacles and adding new positional constraints. …”
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5094
Enhanced Rapid Autofocus Back-Projection for PBSAR Based on the GEO Satellite
Published 2025-06-01“…Conventional autofocusing algorithms operate under the assumption that measurement errors primarily perturb phase components while exerting negligible influence on signal envelopes. …”
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5095
Identifying Coronal Mass Ejection Active Region Sources: An Automated Approach
Published 2025-01-01“…We find that CME–flare association rates increase with flare intensity, aligning with previous studies. While our approach has limitations, such as focusing exclusively on SHARP regions and relying on a limited set of posteruptive signatures, it significantly reduces the time required for CME source identification while providing transparent, reproducible results. …”
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5096
Scenario-Based Association Rule Mining in Veterinary Services Using FP-Growth: Differentiating Clinical and Customer-Driven Patterns
Published 2025-06-01“…This study aims to differentiate between procedural and customer-driven service patterns by applying the FP-Growth association rule mining algorithm to 1,000 anonymized transactions comprising 94 unique items, collected from a veterinary clinic in West Java, Indonesia, during 2023. …”
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5097
Efficient black-box attack with surrogate models and multiple universal adversarial perturbations
Published 2025-05-01“…Additionally, we optimize this process using a Genetic Algorithm (GA), allowing for efficient search of the perturbation space while conserving query budget. …”
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5098
Optimizing frequency stability with adaptive fast frequency reserves and Wide-Area Monitoring Systems
Published 2025-10-01“…These additional stability considerations enhance the algorithm’s capacity to maintain frequency stability without excessive load shedding or oscillatory behavior. …”
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5099
Applying machine learning to predict bowel preparation adequacy in elderly patients for colonoscopy: development and validation of a web-based prediction tool
Published 2025-12-01“…The SHAP algorithm helped rank feature importance. A web-based application was developed using the Streamlit framework to enhance clinical usability.Results The Boruta algorithm identified 7 key features. …”
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5100
Automatic Recognition of Motor Skills in Triathlon: A Novel Tool for Measuring Movement Cadence and Cycling Tasks
Published 2024-12-01“…<b>Background/Objectives</b>: The purpose of this research was to create a peak detection algorithm and machine learning model for use in triathlon. …”
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