TY  - BOOK
AU  - Ma,Yunqian
AU  - Fu,Yun
TI  - Manifold learning theory and applications
SN  - 9781439871102 (ebook : PDF)
PY  - 2012///
CY  - Boca Raton, Fla.
PB  - CRC Press
KW  - Manifolds (Mathematics)
KW  - Electronic books
KW  - lcsh
N1  - Includes bibliographical references and index; 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; Also available in print edition
UR  - http://marc.crcnetbase.com/isbn/9781439871102
ER  -