The code for Principal Sample Analysis (PSA) for prototype selection and instance ranking
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Updated
Sep 19, 2020 - Python
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instance-ranking
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The code for Curvature Anomaly Detection (CAD), kernel CAD, inverse CAD (iCAD), and kernel iCAD for anomaly detection and prototype selection. It uses the theory of Polyhedron Curvature or angular defect of polyhedron.
data-reduction
denoising-images
anomaly-detection
polyhedron
noise-removal
prototype-selection
instance-ranking
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Updated
Jun 12, 2020 - Python
The code for prototype selection and instance ranking using matrix decomposition and subspace learning
data-reduction
dictionary-learning
principal-component-analysis
subspace-learning
qr-decomposition
fisher-discriminant-analysis
nmf-decomposition
matrix-decomposition
prototype-selection
instance-ranking
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Updated
Dec 29, 2020 - Python
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