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COPA: Constrained PARAFAC2 for Sparse & Large Datasets

PARAFAC2 has demonstrated success in modeling irregular tensors, where the tensor dimensions vary across one of the modes. An example scenario is modeling treatments across a set of patients with the varying number of medical encounters over time. Despite recent improvements on unconstrained PARAFAC...

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Bibliografische gegevens
Gepubliceerd in:Proc ACM Int Conf Inf Knowl Manag
Hoofdauteurs: Afshar, Ardavan, Perros, Ioakeim, Papalexakis, Evangelos E., Searles, Elizabeth, Ho, Joyce, Sun, Jimeng
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2018
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7472553/
https://ncbi.nlm.nih.gov/pubmed/32905548
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3269206.3271775
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