Sample reduction using farthest boundary point estimation (FBPE) for support vector data description (SVDD)
Shamshe Alam, Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan, M. Tanveer
Topics & Concepts
MNIST databaseSupport vector machineBoundary (topology)Sample (material)Reduction (mathematics)Pattern recognition (psychology)MathematicsArtificial intelligencePoint (geometry)Extreme pointClass (philosophy)Data pointSet (abstract data type)Computer scienceAlgorithmArtificial neural networkChemistryChromatographyCombinatoricsGeometryMathematical analysisProgramming languageAnomaly Detection Techniques and ApplicationsDigital Imaging for Blood DiseasesFace and Expression Recognition