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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