One class proximal support vector machines

DOI10.1016/j.patcog.2015.09.036zbMath1394.68283OpenAlexW2191196864MaRDI QIDQ1669785

F. Dufrenois, J. C. Noyer

Publication date: 4 September 2018

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2015.09.036

zbMATH Keywords

linear programming problemoutlier detectioncontrast measureproximal support vector machines

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Multilinear discriminant analysis using tensor-tensorproducts

Uses Software

• LOF

Cites Work

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• Direct importance estimation for covariate shift adaptation
• Kernel PCA for novelty detection
• Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection
• Estimating the Support of a High-Dimensional Distribution
• 10.1162/15324430260185583
• Kernel Fisher Discriminants for Outlier Detection

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