A generalization/specialization of the PARAFAC model is developed that improves its properties when applied to multi-way problems involving linearly dependent factors. Thismodel is called PARALIND (PARAllel profiles with LINear Dependences). Linear dependences can arise when the empirical sources of variation being modeled by factors are causally or… (More)

Rank annihilation factor analysis applied to flow injection analysis with photodiode-array detection

L Nørgaard, C. Ridder

Chemom. Intell. Lab. Syst

1994

Highly Influential

3 Excerpts

Generalizations, extensions and structured specialpurpose modifications of PARAFAC with possible applications in chemistry. Talk presented to TRIC (Three-way analysis methods in Chemistry

Harshman RA

1993

Highly Influential

6 Excerpts

Three-way arrays: rank and uniqueness of trilinear decompositions with applications to arithmetic complexity and statistics

Kruskal JB

Linear Algebra Appl

1977

Highly Influential

6 Excerpts

More factors than subjects, tests and treatments: an indeterminacy theorem for canonical decomposition and individual differences scaling

Kruskal JB

1976

Highly Influential

5 Excerpts

Determination and proof of minimum uniqueness conditions for PARAFAC1