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Estimation of the High-Frequency Feature Slope in Gravitational Wave Signals from Core Collapse Supernovae Using Machine Learning
Published 2024-12-01“…We conducted an in-depth exploration of the use of different machine learning (ML) for regression algorithms, including Linear, Ridge, LASSO, Bayesian Ridge, Decision Tree, and a variety of Deep Neural Network (DNN) architectures, to estimate the slope of the high-frequency feature (HFF), a prominent emergent feature found in the gravitational wave (GW) signals of core collapse supernovae (CCSN). …”
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Feature-based enhanced boosting algorithm for depression detection
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A Hybrid RBF-PSO Framework for Real-Time Temperature Field Prediction and Hydration Heat Parameter Inversion in Mass Concrete Structures
Published 2025-06-01“…The hybrid F<sub>3</sub>, incorporating Dynamic Time Warping (DTW) for elastic time alignment and feature penalties for engineering-critical metrics, achieved superior performance with a 74% reduction in the prediction error (mean MAE = 1.0 °C) and <2% parameter identification errors, resolving the phase mismatches inherent in F<sub>2</sub> and avoiding F<sub>1</sub>’s prohibitive computational costs (498 FEM calls). …”
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Bridging the Gap Between Computational Efficiency and Segmentation Fidelity in Object-Based Image Analysis
Published 2024-12-01“…Key features include adaptive object segmentation, efficient metadata creation, and scalability for real-time applications. …”
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Adaptive feature interaction enhancement network for text classification
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Detection of Pathogenic Microorganisms by Fusion of Recursive Feature Pyramid
Published 2023-10-01Get full text
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Drowsiness Detection in Drivers Using Facial Feature Analysis
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An improved electrocardiogram arrhythmia classification performance with feature optimization
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A comparison of mantle convection models featuring plates
Published 2014-06-01“…To allow plate behavior to arise naturally in numerical mantle convection models, self‐consistent plate generation methods apply a fully rheological approach (featuring a temperature‐, pressure‐ and stress‐dependent viscosity). …”
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Visual information perception system of coal mine comprehensive excavation working face for edge computing terminal
Published 2024-10-01“…The experimental results show that on the edge computing terminal platform, the parameters and computational volume of the lightweight FSBD‐YOLOv5s model are reduced by 50.8% and 34.0%, while its detection accuracy and speed reach 94.0% and 43.7 fps, which can fully satisfy the requirements of the accuracy and real‐time for the coal mine engineering applications.…”
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The computation of parameters of induction current sensor based on Rogowski coil
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HiEE: Hierarchical feature fusion for Chinese event extraction
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