000			02023nam a2200313Ia 4500
001			CRC0KE13437PDF
003			FlBoTFG
005			20171224123512.0
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008			120329s2012 fluadf sb 001 0 eng d
020			_a9781439871102 (ebook : PDF)
040			_aFlBoTFG _cFlBoTFG
090			_aQA613 _b.M3 2012
092			_a516.07 _bM111
100	1		_aMa, Yunqian.
245	1	0	_aManifold learning theory and applications _h[electronic resource] / _cYunqian Ma and Yun Fu.
260			_aBoca Raton, Fla. : _bCRC Press, _c2012.
300			_axxiv, 290 p., [16] p. of plates : _bill. (some col.).
504			_aIncludes bibliographical references and index.
505	0		_a1. 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.
530			_aAlso available in print edition.
538			_aMode of access: World Wide Web.
650		0	_aManifolds (Mathematics)
655		7	_aElectronic books. _2lcsh
700	1		_aFu, Yun.
776	1		_z9781439871096 (hardback)
856	4	0	_uhttp://marc.crcnetbase.com/isbn/9781439871102 _qapplication/PDF _zDistributed by publisher. Purchase or institutional license may be required for access.
999			_c15123 _d15123