Tensor Decompositions and Applications

DOI10.1137/07070111xzbMath1173.65029WikidataQ60307041 ScholiaQ60307041MaRDI QIDQ91405

Brett W. Bader, Tamara G. Kolda, Brett Bader, Tamara G. Kolda

Publication date: 6 August 2009

Published in: SIAM Review (Search for Journal in Brave)

zbMATH Keywords

software packagessurvey papermultilinear algebratensor decompositionshigher-order singular value decomposition (HOSVD)multiway arrayscanonical decomposition (CANDECOMP)higher-order principal components analysis (Tucker)parallel factors (PARAFAC)

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Numerical solutions to overdetermined systems, pseudoinverses (65F20) Research exposition (monographs, survey articles) pertaining to numerical analysis (65-02) Multilinear algebra, tensor calculus (15A69) Packaged methods for numerical algorithms (65Y15)

Uses Software

• TensorToolbox
• N-way Toolbox
• PLS_Toolbox
• Multilinear Engine