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Enhancing Tire Condition Monitoring through Weightless Neural Networks Using MEMS-Based Vibration Signals
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A Multi-Mode Recognition Method for Broadband Oscillation Based on Compressed Sensing and EEMD
Published 2024-12-01Get full text
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Machine Learning-Based Objective Evaluation Model of CTPA Image Quality: A Multi-Center Study
Published 2025-02-01“…Feature selection was performed using the Lasso algorithm and Pearson correlation coefficient, and a random forest regression model was constructed. …”
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AI-powered IoT and UAV systems for real-time detection and prevention of illegal logging
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Assessment of environmental impacts of armed conflict in Mozambique using remotely sensed data
Published 2025-04-01“…Here we assess the impacts of an armed conflict on fragmentation, change intensity, and the pattern and process of changes in LULC in three districts in Mozambique. To evaluate these effects, we used Multi-temporal satellite images (Landsat 5 TM and Landsat 8 OLI-TIRS) in combination with fieldwork, geographic information systems, landscape ecology metrics, and the Random Forest machine learning algorithm. …”
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Some Elements of Operational Modal Analysis
Published 2014-01-01“…This paper gives an overview of the main components of operational modal analysis (OMA) and can serve as a tutorial for research oriented OMA applications. …”
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On the Search for Supersingular Elliptic Curves and Their Applications
Published 2025-01-01“…As our main result, we define for the first time an objective function to measure the supersingularity in ordinary curves, and we apply local search and a genetic algorithm using that function. …”
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Feasibility of automating the determination of changes in forest areas using satellite images (Case Study: Central Alborz protected area)
Published 2024-08-01“…Therefore, detecting changes with the help of multi-temporal data in forest levels allows us to prevent further destruction by automatically identifying these changes. The main goal of this research is to identify the thresholds and apply them to the NDVI vegetation index images in MODIS sensors and automatic monitoring of forest areas.Materials and MethodsThis research was conducted in the Central Alborz protected area with an area of more than 398 thousand hectares and very rich vegetation with more than 1100 plant species. …”
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Deployment and Operation of Battery Swapping Stations for Electric Two-Wheelers Based on Machine Learning
Published 2022-01-01“…Then, on a 3000 m grid scale, a prediction model of BSS quantity with random forest, support vector regression, and gradient-boosting decision tree algorithm was built. …”
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Human Clustering Based on Graph Embedding and Space Functions of Trajectory Stay Points on Campus
Published 2025-03-01“…The graph embedding algorithm is used to calculate feature vector representations of nodes in the network, which can capture complex relationships among nodes through biased random walks. …”
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