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Manifold learning theory and applications / Yunqian Ma and Yun Fu

By: Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Boca Raton, Fla. : CRC Press, 2012Description: 1 online resource (xxiv, 290 pages)ISBN:
  • 9780429251368
  • 9781439871102
  • 9781466558878
Subject(s): Additional physical formats: 9781439871096. | Erscheint auch als: 9781439871096 Druck-AusgabeDDC classification:
  • 516.07
DOI: DOI: 10.1201/b11431Online resources: Summary: 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.PPN: PPN: 1779229089Package identifier: Produktsigel: GBV-7-TFC-SBB | ZDB-7-TFC
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