Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
tensor decomposition
|
| gptkbp:alsoKnownAs |
gptkb:Tucker_decomposition
|
| gptkbp:appliesTo |
tensors
|
| gptkbp:category |
multilinear algebra
tensor methods |
| gptkbp:coreTensor |
smaller tensor capturing interactions
|
| gptkbp:decomposes |
tensor into a core tensor and factor matrices
|
| gptkbp:factorMatrices |
matrices along each mode
|
| gptkbp:field |
gptkb:machine_learning
gptkb:mathematics data analysis |
| gptkbp:generalizes |
singular value decomposition
|
| https://www.w3.org/2000/01/rdf-schema#label |
Tucker factorization
|
| gptkbp:proposedBy |
gptkb:Ledyard_R._Tucker
|
| gptkbp:relatedTo |
gptkb:CP_decomposition
gptkb:PARAFAC |
| gptkbp:usedFor |
compression
dimensionality reduction feature extraction multi-way data analysis |
| gptkbp:yearProposed |
1966
|
| gptkbp:bfsParent |
gptkb:Tucker_decomposition
|
| gptkbp:bfsLayer |
6
|