Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
tensor decomposition model
|
| gptkbp:alsoKnownAs |
CANDECOMP
Parallel Factor Analysis |
| gptkbp:appliesTo |
higher-order tensors
third-order tensors |
| gptkbp:category |
gptkb:factor_analysis
data analysis multilinear algebra |
| gptkbp:decomposes |
multi-way arrays
|
| gptkbp:foundIn |
rank-one components
|
| gptkbp:generalizes |
gptkb:PCA
|
| https://www.w3.org/2000/01/rdf-schema#label |
PARAFAC model
|
| gptkbp:introduced |
Carroll and Chang, 1970
Harshman, 1970 |
| gptkbp:relatedTo |
gptkb:Tucker_decomposition
|
| gptkbp:requires |
uniqueness conditions
|
| gptkbp:solvedBy |
alternating least squares
|
| gptkbp:usedIn |
gptkb:machine_learning
gptkb:signal_processing gptkb:chemometrics psychometrics |
| gptkbp:bfsParent |
gptkb:Richard_Harshman
|
| gptkbp:bfsLayer |
7
|