Unsupervised Feature Extraction Applied to Bioinformatics: A PCA Based and TD Based Approach - Unsupervised and Semi-Supervised Learning - Y-h. Taguchi - Books - Springer International Publishing AG - 9783031609848 - September 2, 2025
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Y-h. Taguchi
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.

Media Books     Paperback Book   (Book with soft cover and glued back)
Released September 2, 2025
ISBN13 9783031609848
Publishers Springer International Publishing AG
Pages 533
Dimensions 150 × 220 × 10 mm   ·   832 g
Language German  

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