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Assessing and Reducing Energy Consumption of Grain Cleaning and Drying Equipment
Published 2019-12-01“…(Research purpose) To adapt the criteria and algorithm of energy-saving optimization of field technology to assess and improve the status of energy efficiency, reduce energy consumption and identify the maximum available energy saving potential of grain drying equipment during energy audit. …”
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Synthesis of an Algorithm for Classifying Underwater Objects on Based on the Analysis of their Noise Spectra
Published 2024-03-01“…The need to reduce the probability of false alarms in such systems actualizes the issues of developing an optimal algorithm for classifying underwater objects by their sonar field. …”
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105
Multi-Objective Intelligent Routing Algorithm for LEO Satellite Networks Based on DQN
Published 2025-03-01Get full text
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106
Post-integration based point-line feature visual SLAM in low-texture environments
Published 2025-04-01Get full text
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107
An Area-Time Efficient Hardware Architecture for ML-KEM Post-Quantum Cryptography Standard
Published 2025-01-01“…To facilitate the integration of the NIST-standardized post-quantum cryptographic (PQC) algorithm, Module Lattice-based Key Encapsulation Mechanism (ML-KEM), into quantum-resistant devices and cryptosystems, this study introduces an area-time efficient hardware implementation. …”
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108
Analyzing Post-fire Vegetation Dynamics with Ultra-high Resolution Remote Sensing Data
Published 2025-07-01“…This study highlights the potential of UAV-based multi-temporal monitoring for post-fire forest assessment. Future research should focus on improving tree segmentation of SfM-MVS point clouds in dense canopies, optimizing co-alignment under varying environmental conditions, and integrating additional point cloud classification methods to improve accuracy in areas with complex species distribution.…”
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Parsimonious and explainable machine learning for predicting mortality in patients post hip fracture surgery
Published 2025-07-01“…In this study, we developed machine learning (ML) algorithms to estimate 30-day mortality risk post-hip fracture surgery in the elderly using data from the National Surgical Quality Improvement Program (NSQIP 2012–2017, n = 62,492 patients). …”
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110
Leveraging the Louvain algorithm for enhanced group formation and collaboration in online learning environments
Published 2024-12-01“…Traditional methods of group formation, such as teacher intervention and self-selection, often fail to create balanced and effective groups, especially in large online courses. The Louvain algorithm, known for its efficiency in modularity optimization, identifies clusters based on actual student interaction patterns. …”
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Toward an algorithm of percutaneous microelectrolysis: a randomized clinical trial on invasive techniques
Published 2025-08-01“…CONCLUSIONS: All needling techniques demonstrated analgesic effects on myofascial trigger points, with the algorithm-enhanced MEP showing the most notable improvement in self-reported pain. …”
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112
OSFS‐Vague: Online streaming feature selection algorithm based on vague set
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Enhanced Vector Quantization for Embedded Machine Learning: A Post-Training Approach With Incremental Clustering
Published 2025-01-01“…This study introduces a novel method to optimize Post-Training Quantization (PTQ), a widely used technique for reducing model size, by integrating Vector Quantization (VQ) with incremental clustering. …”
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Research on Sparse Code Multiple Access Detection Technology in Satellite Communication Systems
Published 2020-09-01Get full text
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115
An efficient hybrid Hopfield convolutional neural network for detecting spam bots in Twitter platform
Published 2025-12-01“…This method helps to reduce the feature dimensionality and overfitting issues. In order to improve the optimization algorithm’s searching ability, an X-shaped transfer function is used. …”
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A multi strategy bidirectional RRT* algorithm for efficient mobile robot path planning
Published 2025-08-01“…In the post-processing phase, a Bézier curve-based smoothing strategy is employed to improve trajectory continuity and dynamic controllability. …”
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Highly Precise Time Compensation Algorithm for Synchronous Communication System Based on Least Squares
Published 2025-01-01Get full text
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A dual-phase deep learning framework for advanced phishing detection using the novel OptSHQCNN approach
Published 2025-07-01“…The final phase involves classifying the data using the Shallow hybrid quantum-classical convolutional neural network (SHQCNN) model. To improve the effectiveness of the classification approach, the hyperparameters present in the SHQCNN model are fine-tuned using the shuffled shepherd optimization algorithm (SSOA). …”
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Optimization strategy of UAV‐ARIS assisted vehicular communication system
Published 2024-11-01Get full text
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TCE-YOLOv5: Lightweight Automatic Driving Object Detection Algorithm Based on YOLOv5
Published 2025-05-01Get full text
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