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Integrating sensor networks to facilitate efficient energy management for smart grids
Published 2024-12-01“…The study proposes an intelligent energy management solution that integrates an IoT middleware module and Energy Controller for effective demand side regulation. …”
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4182
Dual-timescale hierarchical MADDPG for Multi-UAV cooperative search
Published 2025-07-01“…Effective resolution of this issue is pivotal for attaining rapid situational awareness in expansive, time-sensitive missions such as disaster mitigation and strategic intelligence gathering. Nonetheless, prevailing methodologies for multi-UAV search frequently encounter limitations in concurrently achieving exhaustive spatial coverage and elevated target acquisition efficacy. …”
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A generative deep neural network for pan-digestive tract cancer survival analysis
Published 2025-01-01“…With the rapid advancement of artificial intelligence, various machine learning algorithms have been successfully applied in this field. …”
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4185
A Deep Learning Framework for Chronic Kidney Disease stage classification
Published 2025-06-01“…MHMXAI approach selects the features with the highest scores from the Metaheuristic algorithm-Eagle Search Strategy, Hybrid Metaheuristic algorithm-Great Salmon Run-Thermal Exchange Optimization and eXplainable AI (XAI) tools like Local Interpretable Model-agnostic Explanations (LIME) and Shapley Additive exPlanations (SHAP) for their effectiveness. …”
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4187
Molecular biomarkers in salivary diagnostic materials: Point-of-Care solutions — PoC-Diagnostics and -Testing
Published 2025-02-01“…Recent advancements in nanomaterials and fabrication techniques, coupled with emerging computational approaches such as artificial intelligence (AI), machine learning, and deep learning, have revolutionized high-throughput screening and laboratory automation. …”
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4188
Machine Learning-Driven Acoustic Feature Classification and Pronunciation Assessment for Mandarin Learners
Published 2025-06-01Get full text
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4189
Implementation of YOLOv7 Model for Human Detection in Difficult Conditions
Published 2025-04-01“…The rapid development of artificial intelligence technology in recent decades has led to the development of highly efficient object detection algorithms, including human detection under difficult conditions. …”
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HyperCell: A Bio-inspired Design Framework for Real-time Interactive Architectures
Published 2018-01-01“…Extract the idea of “Collective Intelligence” from “Geometric information Distribution” principle of Evo-Devo • C. …”
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Research advances in energy management and harvesting technologies for autonomous profiling floats
Published 2025-05-01“…It then summarizes the key technical strategies and advancements in current energy consumption optimization efforts across four domains: hydraulic system, sensor system, satellite communication system, and control algorithm. …”
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4195
A multi-agent reinforcement learning approach for continuous battery cell-level balancing
Published 2025-06-01“…Trained with the trust region policy optimization (TRPO) algorithm, the approach ensures stability and partial observability. …”
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4196
Autonomous air combat decision making via graph neural networks and reinforcement learning
Published 2025-05-01“…To address these challenges, we propose a novel multi-aircraft autonomous decision-making approach based on graphs and multi-agent reinforcement learning (MADRL) under zero-order optimization, implemented through the GraphZero-PPO algorithm. …”
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4197
Bearing fault diagnosis method based on improved compressed sensing and deep multi-kernel extreme learning machine
Published 2024-01-01“…Subsequently, the compressed data was used as the input signal for the D-MKELM. Particle swarm optimization(PSO) algorithm was applied to optimize critical parameters, enabling intelligent fault diagnosis.ResultsResults demonstrate that the proposed method, using only a small amount of bearing diagnostic data, automatically extracts feature information of bearings from a limited number of measurement signals through the D-MKELM. …”
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4198
Application of data twinning based on deep time series model in smart city traffic flow prediction
Published 2025-05-01“…The information fusion mechanism combines real-time data and forecast data to optimize the model inputs, and the PSO algorithm is used to optimize the model parameters. …”
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Research on Damage Identification of Nonuniform Microcrack in Beam Structures
Published 2021-01-01“…The wavelet transform and the intelligent algorithm (IA) are used to identify the damage location and the damage severity of the structure, respectively. …”
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