An uncertain support vector machine with imprecise observations

DOI10.1007/s10700-022-09404-0OpenAlexW4317655943MaRDI QIDQ6071636

Zhongfeng Qin, Qiqi Li

Publication date: 28 November 2023

Published in: Fuzzy Optimization and Decision Making (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10700-022-09404-0

zbMATH Keywords

classification problemuncertain variablemaximum margin criterionimprecise observationsuncertain support vector machine

Mathematics Subject Classification ID

Linear inference, regression (62Jxx) Artificial intelligence (68Txx) Foundations of probability theory (60Axx)

Cites Work

• Unnamed Item
• Mean-variance model for portfolio optimization problem in the simultaneous presence of random and uncertain returns
• A formula to calculate the variance of uncertain variable
• Uncertain Gompertz regression model with imprecise observations
• Uncertain revised regression analysis with responses of logarithmic, square root and reciprocal transformations
• The covariance of uncertain variables: definition and calculation formulae
• Uncertain regression analysis: an approach for imprecise observations
• Uncertain multivariable regression model
• Support-vector networks
• Residual analysis and parameter estimation of uncertain differential equations
• Least absolute deviations estimation for uncertain regression with imprecise observations
• Uncertain time series analysis with imprecise observations
• Uncertainty theory
• Uncertainty theory
• Robust classification for imprecise environments
• Uncertain hypothesis test for uncertain differential equations

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