Theoretical analysis for solution of support vector data description

DOI10.1016/j.neunet.2011.01.007zbMath1217.68190OpenAlexW2058655009WikidataQ33830440 ScholiaQ33830440MaRDI QIDQ553272

Jianyong Qiao, Sumit K. Garg

Publication date: 26 July 2011

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2011.01.007

zbMATH Keywords

convex optimizationuniquenesskernel methodssupport vector data description

Mathematics Subject Classification ID

Convex programming (90C25) Learning and adaptive systems in artificial intelligence (68T05)

Related Items

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Uses Software

• UCI-ml

Cites Work

• Support vector data description
• A boundary method for outlier detection based on support vector domain description
• Improving support vector data description using local density degree
• Estimating the Support of a High-Dimensional Distribution
• SVDD-Based Pattern Denoising
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