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Feature selection for linear SVMs under uncertain data: robust optimization based on difference of convex functions algorithms.

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第一作者： Hoai An,Le Thi

第一单位： Laboratory of Theoretical and Applied Computer Science EA 3097 University of Lorraine, Ile du Saulcy, 57045 Metz, France; Lorraine Research Laboratory in Computer Science and its Applications CNRS UMR 7503, University of Lorraine, 54506 Nancy, France. Electronic address: hoai-an.le-thi@univ-lorraine.fr.

作者： Hoai An,Le Thi ^[1] ; Xuan Thanh,Vo ^[2] ; Tao,Pham Dinh ^[3]

作者单位： Laboratory of Theoretical and Applied Computer Science EA 3097 University of Lorraine, Ile du Saulcy, 57045 Metz, France; Lorraine Research Laboratory in Computer Science and its Applications CNRS UMR 7503, University of Lorraine, 54506 Nancy, France. Electronic address: hoai-an.le-thi@univ-lorraine.fr. ^[1] Laboratory of Theoretical and Applied Computer Science EA 3097 University of Lorraine, Ile du Saulcy, 57045 Metz, France. Electronic address: xuan-thanh.vo5@etu.univ-lorraine.fr. ^[2] Laboratory of Mathematics, INSA - Rouen, University of Normandie, 76801 Saint-Etienne-du-Rouvray Cedex, France. Electronic address: pham@insa-rouen.fr. ^[3]

关键词 DC programming DCA Feature selection Robust optimization SVM

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DOI 10.1016/j.neunet.2014.06.011

PMID 25064040

发布时间 2018-12-02

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