Adaptive Bayesian support vector regression model for structural reliability analysis

Reliability Engineering & System Safety ◽

10.1016/j.ress.2020.107286 ◽

2021 ◽

Vol 206 ◽

pp. 107286

Author(s):

Kai Cheng ◽

Zhenzhou Lu

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Support Vector Regression Model ◽

Structural Reliability Analysis ◽

Bayesian Support

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Efficient structural reliability analysis based on adaptive Bayesian support vector regression

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.114172 ◽

2021 ◽

Vol 387 ◽

pp. 114172

Author(s):

Jinsheng Wang ◽

Chenfeng Li ◽

Guoji Xu ◽

Yongle Li ◽

Ahsan Kareem

Keyword(s):

Support Vector Regression ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Structural Reliability Analysis ◽

Bayesian Support

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Reliability analysis of structures by a three-stage sequential sampling based adaptive support vector regression model

Reliability Engineering & System Safety ◽

10.1016/j.ress.2021.108260 ◽

2021 ◽

pp. 108260

Author(s):

Atin Roy ◽

Subrata Chakraborty

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Reliability Analysis ◽

Sequential Sampling ◽

Support Vector ◽

Support Vector Regression Model ◽

Adaptive Support

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Active learning Bayesian support vector regression model for global approximation

Information Sciences ◽

10.1016/j.ins.2020.08.090 ◽

2021 ◽

Vol 544 ◽

pp. 549-563

Author(s):

Kai Cheng ◽

Zhenzhou Lu

Keyword(s):

Active Learning ◽

Regression Model ◽

Support Vector Regression ◽

Support Vector ◽

Global Approximation ◽

Support Vector Regression Model ◽

Bayesian Support

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Support vector regression based metamodeling for structural reliability analysis

Probabilistic Engineering Mechanics ◽

10.1016/j.probengmech.2018.11.001 ◽

2019 ◽

Vol 55 ◽

pp. 78-89 ◽

Author(s):

Atin Roy ◽

Ramkrishna Manna ◽

Subrata Chakraborty

Keyword(s):

Support Vector Regression ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Structural Reliability Analysis

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Novel efficient method for structural reliability analysis using hybrid nonlinear conjugate map-based support vector regression

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.113818 ◽

2021 ◽

Vol 381 ◽

pp. 113818

Author(s):

Behrooz Keshtegar ◽

Mohamed El Amine Ben Seghier ◽

Enrico Zio ◽

José A.F.O. Correia ◽

Shun-Peng Zhu ◽

...

Keyword(s):

Support Vector Regression ◽

Reliability Analysis ◽

Efficient Method ◽

Structural Reliability ◽

Support Vector ◽

Structural Reliability Analysis

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A support vector regression model to predict nitrate-nitrogen isotopic composition using hydro-chemical variables

Journal of Environmental Management ◽

10.1016/j.jenvman.2021.112674 ◽

2021 ◽

Vol 290 ◽

pp. 112674

Author(s):

Yue Yang ◽

Xu Shang ◽

Zheng Chen ◽

Kun Mei ◽

Zhenfeng Wang ◽

...

Keyword(s):

Isotopic Composition ◽

Regression Model ◽

Support Vector Regression ◽

Nitrate Nitrogen ◽

Support Vector ◽

Support Vector Regression Model ◽

Nitrogen Isotopic Composition

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Prediction of tailgate stability in mechanized longwall mines using an improved support vector regression model

Arabian Journal of Geosciences ◽

10.1007/s12517-021-06598-2 ◽

2021 ◽

Vol 14 (3) ◽

Author(s):

Satar Mahdevari

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Support Vector ◽

Support Vector Regression Model

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Bearing remaining useful life prediction based on optimized support vector regression model with denoising technique

2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) ◽

10.1109/icps49255.2021.9468258 ◽

2021 ◽

Author(s):

Sheng Cao ◽

Yuchen Jiang ◽

Hao Luo ◽

Yanming Fu ◽

Xianling Li ◽

...

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Life Prediction ◽

Remaining Useful Life ◽

Support Vector ◽

Support Vector Regression Model ◽

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Least square support vector machine for structural reliability analysis

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2016.073610 ◽

2016 ◽

Vol 53 (1) ◽

pp. 51 ◽

Author(s):

Changxing Zhu ◽

Hongbo Zhao

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Least Square ◽

Support Vector ◽

Structural Reliability Analysis

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A novel strategy for forensic age prediction by DNA methylation and support vector regression model

Scientific Reports ◽

10.1038/srep17788 ◽

2015 ◽

Vol 5 (1) ◽

Author(s):

Cheng Xu ◽

Hongzhu Qu ◽

Guangyu Wang ◽

Bingbing Xie ◽

Yi Shi ◽

...

Keyword(s):

Dna Methylation ◽

Regression Model ◽

Support Vector Regression ◽

Support Vector ◽

Support Vector Regression Model ◽

Novel Strategy ◽

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