Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
tensor decomposition
|
| gptkbp:alsoKnownAs |
gptkb:Tucker_factorization
|
| gptkbp:appliesTo |
tensors
|
| gptkbp:category |
tensor analysis
multilinear subspace learning |
| gptkbp:component |
core tensor
|
| gptkbp:decomposes |
tensor into core tensor and factor matrices
|
| gptkbp:factorMatrices |
mode matrices
|
| gptkbp:field |
gptkb:machine_learning
gptkb:mathematics data analysis multilinear algebra |
| gptkbp:generalizes |
gptkb:principal_component_analysis
|
| https://www.w3.org/2000/01/rdf-schema#label |
Tucker decomposition
|
| gptkbp:introducedIn |
1966
|
| gptkbp:inventedBy |
gptkb:Ledyard_R._Tucker
|
| gptkbp:isHigherOrderGeneralizationOf |
singular value decomposition
|
| gptkbp:relatedTo |
gptkb:CANDECOMP/PARAFAC_decomposition
|
| gptkbp:supportsAlgorithm |
gptkb:Higher-Order_Orthogonal_Iteration_(HOOI)
gptkb:Higher-Order_SVD_(HOSVD) |
| gptkbp:usedFor |
gptkb:signal_processing
compression dimensionality reduction feature extraction |
| gptkbp:bfsParent |
gptkb:Albert_W._Tucker
|
| gptkbp:bfsLayer |
5
|