Extended fuzzy regression models using regularization method

DOI10.1016/j.ins.2003.09.014zbMath1094.62516OpenAlexW2069907961MaRDI QIDQ707331

Changha Hwang, Dug Hun Hong

Publication date: 9 February 2005

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2003.09.014

zbMATH Keywords

Fuzzy regression modelsLeast squares fitting

Mathematics Subject Classification ID

Linear inference, regression (62J99)

Related Items (13)

Fuzzy nonparametric regression based on local linear smoothing technique ⋮ A fuzzy varying coefficient model and its estimation ⋮ On general form of fuzzy lines and its application in fuzzy line fitting ⋮ From fuzzy regression to gradual regression: interval-based analysis and extensions ⋮ Conservative and aggressive rough SVR modeling ⋮ Multiple regression with fuzzy data ⋮ Extended support vector interval regression networks for interval input-output data ⋮ Asymptotic properties of least squares estimation with fuzzy observations ⋮ Support vector regression for polyhedral and missing data ⋮ A variable spread fuzzy linear regression model with higher explanatory power and forecasting accuracy ⋮ Rough support vector regression ⋮ A revisited approach to linear fuzzy regression using trapezoidal fuzzy intervals ⋮ Fuzzy Least Squares Estimation with New Fuzzy Operations

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