Manifold learning theory and applications
Ma, Yunqian.
Manifold learning theory and applications [electronic resource] / Yunqian Ma and Yun Fu. - Boca Raton, Fla. : CRC Press, 2012. - xxiv, 290 p., [16] p. of plates : ill. (some col.).
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.
Mode of access: World Wide Web.
9781439871102 (ebook : PDF)
Manifolds (Mathematics)
Electronic books.
Manifold learning theory and applications [electronic resource] / Yunqian Ma and Yun Fu. - Boca Raton, Fla. : CRC Press, 2012. - xxiv, 290 p., [16] p. of plates : ill. (some col.).
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.
Mode of access: World Wide Web.
9781439871102 (ebook : PDF)
Manifolds (Mathematics)
Electronic books.