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CTD: Fast, accurate, and interpretable method for static and dynamic tensor decompositions

How can we find patterns and anomalies in a tensor, i.e., multi-dimensional array, in an efficient and directly interpretable way? How can we do this in an online environment, where a new tensor arrives at each time step? Finding patterns and anomalies in multi-dimensional data have many important a...

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Detalles Bibliográficos
Autores principales: Lee, Jungwoo, Choi, Dongjin, Sael, Lee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6059458/
https://www.ncbi.nlm.nih.gov/pubmed/30044837
http://dx.doi.org/10.1371/journal.pone.0200579

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