Environmental multiway data mining

JE Cohen - 2016 - hal.science
Among commonly used data mining techniques, few are those which are able to take
advantage of the multiway structure of data in the form of a multiway array. In contrast, tensor …

A tour of constrained tensor canonical polyadic decomposition

JE Cohen, K Usevich, P Comon - 2016 - hal.science
This paper surveys the use of constraints in tensor decomposition models. Constrained
tensor decompositions have been extensively applied to chemometrics and array …