Unsupervised Feature Extraction Applied to Bioinformatics: A PCA Based and TD Based Approach - Unsupervised and Semi-Supervised Learning - Y-h. Taguchi - Bøker - Springer International Publishing AG - 9783031609848 - 2. september 2025
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Unsupervised Feature Extraction Applied to Bioinformatics: A PCA Based and TD Based Approach - Unsupervised and Semi-Supervised Learning Second Edition 2024 edition

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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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Utgitt 2. september 2025
ISBN13 9783031609848
Utgivere Springer International Publishing AG
Antall sider 533
Mål 150 × 220 × 10 mm   ·   832 g
Språk Tysk  

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