# A weak degeneracy revealing decomposition for the CANDECOMP/PARAFAC model

@article{Rocci2010AWD, title={A weak degeneracy revealing decomposition for the CANDECOMP/PARAFAC model}, author={R. Rocci and P. Giordani}, journal={Journal of Chemometrics}, year={2010}, volume={24} }

The CANDECOMP/PARAFAC (CP) model is a well known and frequently used tool for extracting substantial information from a three‐way data array. It has several useful characteristics and usually gives meaningful insights about the underlying structure of the data. However, in some cases it has a ‘strange’ behaviour suffering from the so‐called ‘degenerate solutions’, i.e. solutions where the components show a diverging pattern and are meaningless. Several authors have investigated the causes of… Expand

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