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Multivariate statistics / Multilinear algebra / Matrix theory / Tensors / CP decomposition / Tucker decomposition / Higher-order singular value decomposition / Chemometrics / Matricization / Algebra / Statistics / Linear algebra


Unsupervised Multiway Data Analysis: A Literature Survey Evrim Acar
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Document Date: 2007-03-08 13:24:34


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File Size: 300,15 KB

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STATIS / /

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IndustryTerm

chatroom communications / rank deficient solutions / chatroom communications data / matrix product / inner product / data analysis applications / proposed algorithms / kronecker product / software tools / food science / diagnostic tools / web searches / chemical compounds / form solutions / outer product / web graph data / mining / Web graph / social networks / signal processing / exploratory analysis tool / chemical datasets / computer vision applications / algorithms / chemicals / iterative algorithms / web link analysis / above and closed form solutions / /

Organization

Rensselaer Polytechnic Institute / Literature Survey Evrim Acar Bulent Yener Department of Computer Science Department / /

Position

representative / PARAFAC model / i.e. residual analysis / valid model for the data / judge / /

Product

S-T2 / S-T3 / S-Tucker3 / /

ProgrammingLanguage

MATLAB / C / /

ProvinceOrState

Maine / /

Technology

neuroscience / online SVD algorithms / image compression / PARAFACALS algorithm / PARAFAC-ALS algorithm / ALS algorithm / recently developed algorithms / spectroscopy / ALGORITHMS Algorithms / Tucker3-ALS algorithm / simulation / 2 Tucker3-ALS algorithm / /

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