Neighbourhood preserving based semi-supervised dimensionality reduction

Electronics Letters

Volumn 44, Issue 20, 2008, Pages 1190-1192

  Wei, J ^a   Peng, H ^a  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DATA-SETS; INPUT DATA; LINEAR DIMENSIONALITY; LOCAL STRUCTURES; LOW-DIMENSIONAL EMBEDDING; NEIGHBOURHOOD; SEMI-SUPERVISED; SIDE INFORMATION;

CANNING;

EID: 52349092368     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:20080967     Document Type: Article

References (10)

1. Zhu, X.' Semi-supervised learning literature survey ', Tech. Rep., 1530, University of Wisconsin at Madison, Department of Computer Sciences, 2006, http://www.cs.wisc.edu/~jerryzhu/pub/ssl_survey.pdf
2. Wagstaff, K., and Cardie, C.: ' Clustering with instance-level constraints ', Proc. Int. Conf. on Machine Learning, Stanford, CT, USA, June, 2000, p. 1103-1110
3. Klein, D., Kamvar, S.D., and Manning, C.D.: ' From instance-level constraints to space-level constraints: making the most of prior knowledge in data clustering ', Proc. Int. Conf. on Machine Learning, Sydney, Australia, July, 2002, p. 307-314
4. Zhang, D.Q., Zhou, Z.H., and Chen, S.C.: ' Semi-supervised dimensionality reduction ', Proc. SIAM Int. Conf. on Data Mining, Minneapolis, USA, 2007, p. 629-634
5. Cevikalp, H., Verbeek, J., Jurie, F., and Klaser, A.: ' Semi-supervised dimensionality reduction using pairwise equivalence constraints ', Proc. Int. Conf. on Computer Vision Theory and Applications, Funchal, Madeira Is., 2008
6. Belkin, M., and Niyogi, P.: ' Laplacian eigenmaps for dimensionality reduction and data representation ', Neural Comput., 2003, 15, (6), p. 1373-1396 10.1162/089976603321780317 0899-7667
7. Roweis, S.T., and Saul, L.K.: ' Nonlinear dimensionality reduction by locally linear embedding ', Science, 2000, 290, (22), p. 2323-2327 0036-8075
8. Georghiades, A.S., Belhumeur, P.N., and Kriegman, D.J.: ' From few to many: illumination cone models for face recognition under variable lighting and pose ', IEEE Trans. Pattern Anal. Mach. Intell., 2001, 23, (6), p. 643-660 10.1109/34.927464 0162-8828
9. Sim, T., Barker, S., and Bsat, M.: ' The CMU Pose, Illumination, and Expression Database ', IEEE Trans. Pattern Anal. Mach. Intell., 2003, 25, (12), p. 1615-1618 10.1109/TPAMI.2003.1251154 0162-8828
10. Belhumeur, P.N., Hespanha, J.P., and Kriegman, D.J.: ' Eigenfaces vs Fisherfaces: recognition using class specific linear projection ', IEEE Trans. Pattern Anal. Mach. Intell., 1997, 19, (7), p. 711-720 10.1109/34.598228 0162-8828