Nonlinear Laplacian Spectral Analysis
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
data analysis method
|
| gptkbp:abbreviation |
gptkb:NLSA
|
| gptkbp:appliesTo |
climate science
dynamical systems |
| gptkbp:basedOn |
gptkb:kernel_methods
gptkb:Laplacian_eigenmaps |
| gptkbp:canExtract |
spatiotemporal patterns
|
| gptkbp:developedBy |
gptkb:Andrew_J._Majda
gptkb:Dimitrios_Giannakis |
| gptkbp:firstPublished |
2012
|
| gptkbp:handles |
high-dimensional data
nonlinear data structures |
| https://www.w3.org/2000/01/rdf-schema#label |
Nonlinear Laplacian Spectral Analysis
|
| gptkbp:publishedIn |
gptkb:Proceedings_of_the_National_Academy_of_Sciences
|
| gptkbp:relatedTo |
gptkb:principal_component_analysis
spectral analysis manifold learning diffusion maps |
| gptkbp:usedFor |
time series analysis
dimensionality reduction feature extraction |
| gptkbp:bfsParent |
gptkb:NLSA
|
| gptkbp:bfsLayer |
7
|