Two-class support vector data description

DOI10.1016/j.patcog.2010.08.025zbMath1211.68355OpenAlexW1981966284MaRDI QIDQ614090

Feng Yin, Ke Guo, Zhong-Li Zhou, Guang-Xin Huang, Hua-Fu Chen

Publication date: 23 December 2010

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2010.08.025

zbMATH Keywords

one-class classificationsupport vector data descriptionD-SVDDTC-SVDD

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Data structures (68P05)

Related Items (2)

Confidence bands for least squares support vector machine classifiers: a regression approach ⋮ Multi-class Bayesian support vector data description with anomalies

Uses Software

• UCI-ml
• dd_tools

Cites Work

• Unnamed Item
• Unnamed Item
• Support vector data description
• A boundary method for outlier detection based on support vector domain description
• Low resolution face recognition based on support vector data description
• Improving support vector data description using local density degree
• Estimating the Support of a High-Dimensional Distribution

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