One-Class Support Vector Machine Based Schemes for Structural Reliability Assessment Under Imbalanced Sample Conditions

One-Class Support Vector Machine Based Schemes for Structural Reliability Assessment Under Imbalanced Sample Conditions

Structural reliability analysis is the key approach to assess uncertainties so that to increase the safety of engineering structures. Quantifying the failure probability (FP) is central to direct the result of the reliability assessment. In aerospace and military fields, normal samples collected fro...

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Bibliographic Details
Main Authors: Li Zhan, Jie Liu, Mian Zhang, Chengning Zhou, Lin Zhang, Tianjiao Shi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Structural reliability
approximate error types
failure probability
one-class SVM
Online Access:https://ieeexplore.ieee.org/document/9210012/

Internet

https://ieeexplore.ieee.org/document/9210012/

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