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Features of construction of evaluation algorithms multidimensional random processes
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Seismic fragility curves based on the probability density evolution method
Published 2017-06-01“…The common assumption of existing approaches is that the fragility curve is a cumulative probability log-normal function. In this paper, we propose a new technique for construction of seismic fragility curves by numerical simulation using the Probability Density Evolution Method (PDEM). …”
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Analytical Dependence of the Probability of Masking Objects on the Density and Dispersion of the Aerosol
Published 2023-08-01“…With the existing method for evaluating the effectiveness of masking objects with aerosols, two parameters are used: the length and width of an invisible smoke screen with a probability of at least 50 %. …”
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Probability Evaluation Study of Soil Erosion Types in the Songhua River Basin Based on Deep Learning and Gaussian Kernel Density Estimation
Published 2024-10-01Subjects: Get full text
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Solar Probability Density Estimation Using Adaptive Parametric/Nonparametric Hybrid Model
Published 2024-01-01“…This article proposes an adaptive hybrid model combining the Beta distribution with the Kernel Density Estimation (KDE) approach for solar irradiance probability density estimation, in which the weights of the two components of the hybrid model are adjusted using the least mean square algorithm to obtain the most appropriate combination. …”
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Trust evaluation model for distributed home photovoltaic collection scenarios in new power system
Published 2023-07-01Subjects: Get full text
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Derivation of Probability Density Function of Signal-to-Interference-Plus-Noise Ratio for the MS-to-MS Interference Analysis
Published 2013-01-01“…This paper provides an analytical derivation of the probability density function of signal-to-interference-plus-noise ratio in the scenario where mobile stations interfere with each other. …”
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Long-Term Exchange Rate Probability Density Forecasting Using Gaussian Kernel and Quantile Random Forest
Published 2020-01-01“…This paper also adds to the scarce literature of exchange rate probability density forecasting using machine learning techniques.…”
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Wind Speed Probability Distribution Based on Adaptive Bandwidth Kernel Density Estimation Model for Wind Farm Application
Published 2025-02-01“…This research investigates various wind speed distribution models, both parametric and nonparametric, to estimate wind speed probability density (WSPD). The distribution models are implemented on various wind speed datasets with distribution characteristics of varying complexity. …”
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Enhancing Wheat Spike Counting and Disease Detection Using a Probability Density Attention Mechanism in Deep Learning Models for Precision Agriculture
Published 2024-12-01“…Addressing the shortcomings of traditional detection methods, we propose an advanced feature extraction strategy and a model based on the probability density attention mechanism, designed to more effectively handle feature extraction in complex backgrounds and dense areas. …”
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Confidence evaluation for feature selection in expanded feature space based on density of states
Published 2025-03-01“…In this study, we propose a novel method to quantitatively evaluate the significance of low-dimensional models obtained from an expanded feature space using the density of states (DoS) for the evaluation metrics. …”
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Evaluation of a Pre-Cut Sugarcane Planter for Seeding Performance
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Evaluation of Transfer Efficiency between Subway and Bus Based on the Interval Number Ranking Method by Employing Probability Reliability: Taking Ningbo for Example
Published 2021-01-01“…This paper uses the probability credibility interval number ranking method to evaluate the bus transfer efficiency. …”
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