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Least absolute deviation-based robust support vector regression

Chen, CF; Li, YY; Yan, CQ; Guo, JY; Liu, GL

Chen, CF (reprint author), Shandong Univ Sci & Technol, Coll Geomat, Qingdao 266590, Peoples R China.

KNOWLEDGE-BASED SYSTEMS, 2017; 131 ( ): 183

Abstract

To suppress the influence of outliers on function estimation, we propose a least absolute deviation (LAD) based robust support vector regression (SVR)......

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