Unsupervised Feature Extraction Applied to Bioinformatics: A PCA Based and TD Based A... (Bog, Hardback, Engelsk)
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Unsupervised Feature Extraction Applied to Bioinformatics: A PCA Based and TD Based Approach

(Bog, Hardback, Engelsk)
Forfatter: Y-h. Taguchi
Unsupervised Feature Extraction Applied to Bioinformatics: A PCA Based and TD Based Approach
Forlag: Springer International Publishing AG

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This updated book proposes applications of tensor decomposition to unsupervised feature extraction and feature selection. The author includes advanced descriptions about tensor decomposition including Tucker decomposition using high order singular value decomposition as well as higher order orthogonal iteration, and train tensor decomposition.

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Alle detaljer

Forlag Springer International Publishing AG
Forfatter Y-h. Taguchi
Type Bog
Format Hardback
Sprog Engelsk
Udgave Second Edition 2024
Udgivelsesdato 01-09-2024
Første udgivelsesår 2024
Serie Unsupervised and Semi-Supervised Learning
Illustrationer 211 Illustrations, color; 32 Illustrations, black and white
Originalsprog Switzerland
Sideantal 533
Indbinding Hardback
Forlag Springer International Publishing AG
Sideoplysninger 533 pages, 211 Illustrations, color; 32 Illustrations, black and white
Mål 235 x 155
ISBN-13 / EAN-13 9783031609817