-
221
Application of the Bayesian Model Averaging in Analyzing Freeway Traffic Incident Clearance Time for Emergency Management
Published 2021-01-01“…This paper proposes a Bayesian Model Averaging (BMA) model to account for model uncertainty by averaging all plausible models using posterior probability as the weight. …”
Get full text
Article -
222
A hierarchical Bayesian approach to assess the impact of environmental factors on soybean yield and yield components
Published 2025-01-01“…A hierarchical Bayesian approach offers a natural mechanism of the eco-biological system through a multi-level model. …”
Get full text
Article -
223
RELIABILITY ANALYSIS OF TRACKED VEHICLE PLANETARY TRANSMISSION MECHANISM BASED ON FAULT TREE AND BAYESIAN NETWORK
Published 2024-02-01Subjects: Get full text
Article -
224
Prediction of the SYM‐H Index Using a Bayesian Deep Learning Method With Uncertainty Quantification
Published 2024-02-01“…SYMHnet takes, as input, the time series of the parameters' values provided by NASA's Space Science Data Coordinated Archive and predicts, as output, the SYM‐H index value at time point t + w hours for a given time point t where w is 1 or 2. By incorporating Bayesian inference into the learning framework, SYMHnet can quantify both aleatoric (data) uncertainty and epistemic (model) uncertainty when predicting future SYM‐H indices. …”
Get full text
Article -
225
Automated Generation of Traffic Incident Response Plan Based on Case-Based Reasoning and Bayesian Theory
Published 2014-01-01“…To enhance the efficiency of case retrieval, which was an important procedure, Bayesian Theory was introduced. To measure the performance of the proposed method, 23 traffic incidents caused by traffic crashes were selected and three indicators, Precision P, Recall R, and Indicator F, were used. …”
Get full text
Article -
226
Bayesian optimization-driven enhancement of the thermoelectric properties of polycrystalline III-V semiconductor thin films
Published 2024-03-01“…These findings not only promote the development of thermoelectric devices based on III–V semiconductors but also highlight the effectiveness of using Bayesian optimization for multicomponent materials.…”
Get full text
Article -
227
Array amplitude-phase and mutual coupling error joint correction method based on sparse Bayesian
Published 2022-09-01“…In the actual array direction finding system, there are often a variety of errors such as amplitude and phase, mutual coupling, which lead to serious deterioration of array direction finding performance.In order to solve the problem of array direction finding misalignment in the presence of low signal-to-noise ratio, small snapshots and multiple errors, the spatial sparsity of signals were introduced, and Bayesian sparse reconstruction technology was used to solve the passive correction and joint estimation of array signal azimuth in the presence of amplitude-phase and mutual coupling errors.The over-complete model of the received signal with error was constructed, and the posterior probability density function of the received signal was obtained.The EM algorithm was used to iteratively optimize the probability density function to solve the corresponding parameters.At the same time, the CRLB of array error and signal azimuth was derived, and by experimental simulation verifies the effectiveness of the proposed method.…”
Get full text
Article -
228
A Bayesian Compressive Sensing Vehicular Location Method Based on Three-Dimensional Radio Frequency
Published 2014-06-01“…With the goal of providing an efficient and reliable estimation of vehicular position in general traffic scenarios, we propose a hybrid TOA/DOA positioning method based on Bayesian compressive sensing (BCS), which benefits from the realization of vehicle-to-roadside wireless interaction with the dedicated short range communication. …”
Get full text
Article -
229
Research on intrusion response strategy based on static Bayesian game in mobile edge computing network
Published 2023-02-01Subjects: Get full text
Article -
230
Optimal approach of suppressing WSN malware propagation based on cloud computing and dynamic Bayesian game
Published 2018-09-01Subjects: Get full text
Article -
231
Creating simple predictive models in ecology, conservation and environmental policy based on Bayesian belief networks.
Published 2024-01-01“…This paper provides a theoretical background to the models, which are modified Bayesian belief networks (BBNs), and an overview of how the package can be used. …”
Get full text
Article -
232
Driving Style Recognition under Connected Circumstance Using a Supervised Hierarchical Bayesian Model
Published 2021-01-01Get full text
Article -
233
Analysis of Gas Pipeline Failure Factors Based on the Novel Bayesian Network by Machine Learning Optimization
Published 2025-01-01Subjects: “…Bayesian network…”
Get full text
Article -
234
Willingness to pay for vaccines in China: A systematic review and single-arm Bayesian meta-analysis
Published 2025-12-01Subjects: Get full text
Article -
235
Semiadaptive Fault Diagnosis via Variational Bayesian Mixture Factor Analysis with Application to Wastewater Treatment
Published 2016-01-01“…In this work, we present the design of a semiadaptive fault diagnosis method based on the variational Bayesian mixture factor analysis (VBMFA) to support process monitoring. …”
Get full text
Article -
236
Study on user’s identification system in insider threats
Published 2009-01-01Subjects: Get full text
Article -
237
Integrating Human Learning Factors and Bayesian Analysis Into Software Reliability Growth Models for Optimal Release Strategies
Published 2025-01-01Subjects: “…Bayesian analysis…”
Get full text
Article -
238
Asymmetric Randomly Censored Mortality Distribution: Bayesian Framework and Parametric Bootstrap with Application to COVID-19 Data
Published 2022-01-01“…Besides, two parametric bootstraps are implemented to construct the approximate confidence intervals for the unknown parameters. In Bayesian framework, the Bayes estimates of the unknown parameters are evaluated by applying the Markov chain Monte Carlo technique, and highest posterior density credible intervals are also carried out. …”
Get full text
Article -
239
Improvement of Bayesian Water Supply Network Evaluation Model Based on Triangular Fuzzy Number and Its Application
Published 2020-01-01Subjects: Get full text
Article -
240
Enhancing the performance of 3D printed bio-photoelectrochemical cells through multi-objective Bayesian optimisation
Published 2025-12-01Subjects: Get full text
Article