Multi-output regression on the output manifold

DOI10.1016/J.PATCOG.2009.05.001zbMath1175.68376OpenAlexW1998231903MaRDI QIDQ2270745

Yong Yu, Zhouchen Lin, Guangcan Liu

Publication date: 29 July 2009

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2009.05.001

zbMATH Keywords

regression analysismanifold learningsupport vector regressioncontinuous structured prediction

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (3)

Nonlinear multi-output regression on unknown input manifold ⋮ Multi-output parameter-insensitive kernel twin SVR model ⋮ Learning errors of linear programming support vector regression

Uses Software

• LIBSVM

Cites Work

• Principal component analysis.
• Singular value decomposition and least squares solutions
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