Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

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Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

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Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

CN¥1,749.00

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+ CN¥30.49 Shipping

14-Day Returns Policy

Sold by:

CN¥1,749.00

Only 1 left in stock
+ CN¥30.49 Shipping

14-Day Returns Policy

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Description

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

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.
  • Brand: Taylor & Francis Ltd
  • Category: Computing & Internet
  • Format: Hardback
  • Language: English
  • Publication Date: 2022-01-23
  • Publisher / Label: Taylor & Francis Ltd
  • Author: B.K. Tripathy (Vellore Institute of Technology Vellore India.)
  • Number of Pages: 160
  • Fruugo ID: 344394950-754035084
  • ISBN: 9781032041018

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  • STANDARD: CN¥30.49 - Delivery between Mon 13 April 2026–Fri 01 May 2026

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