Unsupervised Feature Extraction Applied to Bioinformatics

Unsupervised Feature Extraction Applied to Bioinformatics

A PCA Based and TD Based Approach

Taguchi, Y-h.

Springer International Publishing AG

09/2024

533

Dura

9783031609817

15 a 20 dias

Descrição não disponível.

Introduction to linear algebra.- Matrix factorization.- Tensor decompositions.- PCA based unsupervised FE.- TD based unsupervised FE.- Application of PCA based unsupervised FE to bioinformatics.- Application of TD based unsupervised FE to bioinformatics.- Theoretical investigation of TD and PCA based unsupervised FE.

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Matrix factorization;Tensor decompositions;PCA based unsupervised FE;TD based unsupervised FE;PCA/TD based unsupervised FE;Bioinformatics problems