An uncertain support vector machine with imprecise observations
From MaRDI portal
Publication:6071636
DOI10.1007/s10700-022-09404-0OpenAlexW4317655943MaRDI QIDQ6071636
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
classification problemuncertain variablemaximum margin criterionimprecise observationsuncertain support vector machine
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
This page was built for publication: An uncertain support vector machine with imprecise observations