Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization - Tripathy, B.K. (Vellore Institute of Technology, Vellore, India.) - Knjige - Taylor & Francis Ltd - 9781032041032 - 25. septembra 2023
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Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

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This book describes algorithms like Locally Linear Embedding, Laplacian eigenmaps, Semidefinite Embedding, t-SNE to resolve the problem of dimensionality reduction in case of non-linear relationships within the data. Underlying mathematical concepts, derivations, proofs, strengths and limitations of these algorithms are discussed as well.


160 pages, 46 Line drawings, black and white; 46 Illustrations, black and white

Medij Knjige     Paperback Book   (Knjiga z mehkimi platnicami in lepljenim hrbtom)
Izdano 25. septembra 2023
ISBN13 9781032041032
Založniki Taylor & Francis Ltd
Strani 160
Dimenzije 150 × 220 × 10 mm   ·   453 g
Jezik Angleščina  

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