Project details for AROFAC

Logo AROFAC 1.0

by kiraly - August 5, 2013, 10:56:21 CET [ BibTeX BibTeX for corresponding Paper Download ]

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Description:

AROFAC detects the (CP-)rank of a degree 3 tensor and calculates its factorization into rank-one components. The algorithm can intrinsically detect the true rank of the tensor.

The package includes the algorithm, and two demonstration scripts applying AROFAC to simulated toydata and flourescence spectroscopy data (Dorrit).

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
Supported Operating Systems: Agnostic
Data Formats: Agnostic
Tags: Blind Source Separation, Tensor Decomposition, Tensor Factorization
Archive: download here

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