Constraint-weighted support vector ordinal regression to resist constraint noises

Zhu, F; Chen, XC; Gao, XZ; Ye, WD; Zhao, H; Vasilakos, AV

Chen, XC (通讯作者)，Northeastern Univ, Sch Comp Sci & Engn, Shenyang 110169, Peoples R China.;Chen, XC (通讯作者)，Pengcheng Lab, Dept Math & Theories, Shenzhen 518066, Peoples R China.

INFORMATION SCIENCES, 2023; 649 ():

Abstract

Ordinal regression (OR) is a crucial in machine learning. Usual assumption is that all training instances are perfectly denoted. However, when this as......

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