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Manifold learning theory and applications /

Bibliographic Details
Corporate Author: ebrary, Inc
Other Authors: Ma, Yunqian, Fu, Yun
Format: eBook
Language:English
Published: Boca Raton, Fla. : CRC ; [2012]
Subjects:
Manifolds (Mathematics)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • 1. Spectral embedding methods for manifold learning / Alan Julian Izenman
  • 2. Robust laplacian eigenmaps using global information / Shounak Roychowdhury and Joydeep Ghosh
  • 3. Density preserving maps / Arkadas Ozakin, Nikolaos Vasiloglou II, Alexander Gray
  • 4. Sample complexity in manifold learning / Hariharan Narayanan
  • 5. Manifold alignment / Chang Wang, Peter Krafft, and Sridhar Mahadevan
  • 6. Large-scale manifold learning / Ameet Talwalkar ... [et al.]
  • 7. Metric and heat kernel / Wei Zeng ... [et al.]
  • 8. Discrete ricci flow for surface and 3-manifold / Xianfeng Gu ... [et al.]
  • 9. 2D and 3D objects morphing using manifold techniques / Chafik Samir, Pierre-Antoine Absil, and Paul Van Dooren
  • 10. Learning image manifolds from local features / Ahmed Elgammal and Marwan Torki
  • 11. Human motion analysis applications of manifold learning / Ahmed Elgammal and Chan Su Lee.