Geodesic Gabriel graph based supervised nonlinear manifold learning

Lecture Notes in Control and Information Sciences

Volumn 345, Issue , 2006, Pages 882-887

  Chen, Huajie ^a   Wei, Wei ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33748850948     PISSN: 01708643     EISSN: None     Source Type: Book Series    
DOI: 10.1007/11816515_108     Document Type: Conference Paper

References (9)

1. Roweis S.T, Saul L.K: Nonlinear Dimensionality Reduction by Locally Linear Embedding. Science. 290 (2000) 2323-2327
2. Joshua B. Tenenbaum, Vin de Silva, Johh C. Langford: A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science. 290 (2000) 2319-2323
3. Wu Y.M., Chan K.L: An Extended Isomap Algorithm for Learning Multi-Class Manifold. IEEE International Conference on Machine Learning and Cybernetics, Shanghai, 26-29 August, 6 (2004) 3429-3433
4. Chen Hwann-Tzong, Chang Huang-Wei, Liu Tyng-Luh: Local Discriminant Embedding and Its Variants. Computer Vision and Pattern Recognition, 2005. IEEE Computer Society, 2(2005) 846-853
5. Zhang Wan, King I: A Study of The Relationship between Support Vector Machine And Gabriel Graph. Neural Networks. International Joint Conference on Neural Networks. 1(2002) 239-244
6. Roweis, S, Saul L, Hinton, G: Global Coordination of Local Linear Models. Advances in Neural Information Processing System. 14(2001) 889-896
7. Lu, J.W., Plataniotis, K.N., Venetsanopoulos, A..N.: Regularization Studies of Linear Discriminant Analysis in Small Sample Size Scenarios with Application to Face Recognition. Pattern Recognition Letter, 26(2005) 181-191
8. Kim, T.K., Kittler, J.: Locally Linear Discriminant Analysis for Multimodally Distributed Classes for Face Recognition with A Single Model Image. IEEE Trans. on Pattern Analysis and Machine Intelligence, 27(2005) 318-327
9. Schapire, R,., Freund, Y,., Bartlett, P,., et al: Boosting the Margin: A New Explanation for the Effectiveness of Voting Methods. Annals of Statistics. 26(1998) 1651-1686