Item Details

Manifold Learning Theory and Applications [electronic resource]

[edited by] Yunqian Ma, Yun Fu
Format
EBook; Book; Online
Published
Boca Raton, Fla. : CRC ; London : Taylor & Francis [distributor], 2012.
Language
English
ISBN
9781439871096 (hbk.), 1439871094 (hbk.)
Contents
  • Spectral embedding methods for manifold learning / Alan Julian Izenman
  • Robust Laplacian eigenmaps using global information / Shounak Roychowdhury and Joydeep Ghosh
  • Density preserving maps / Arkadas Ozakin, Nikolaos Vasiloglou II, Alexander Gray
  • Sample complexity in manifold learning / Hariharan Narayanan
  • Manifold alignment / Chang Wang, Peter Krafft, and Sridhar Mahadevan
  • Large-scale manifold learning / Ameet Talwalkar, Sanjiv Kumar, Mehryar Mohri, Henry Rowley
  • Metric and heat kernel / Wei Zeng, Jian Sun, Ren Guo, Feng Luo, and Xianfeng Gu
  • Discreet Ricci flow for surface and 3-manifold / Xianfeng Gu, Wei Zeng, Feng Luo, and Shing-Tung Yau
  • 2D and 3D objects morphing using manifold techniques / Chafik Samir, Pierre-Antoine Absil, and Paul Van Dooren
  • Learning image manifolds from local features / Ahmed Elgammal and Marwan Torki
  • Human motion analysis applications of manifold learning / Ahmed Elgammal and Chan Su Lee.
Description
Mode of access: World wide Web.
Notes
Includes bibliographical references and index.
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Technical Details
  • Access in Virgo Classic

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