Journal of Guangxi Normal University(Natural Science Edition) ›› 2011, Vol. 29 ›› Issue (3): 131-135.
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HUANG Tian-qiang, LI Kai, ZHENG Zhi
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| [1] TENENBAUM J B,DE SILVA V,LANGFORD J C.A global geometric frameworkfor nonlinear dimensionality reduction[J].Science,2000,290(5500):2319-2323. [2] ROWEIS S T,SAUL L K.Nonlinear dimensionality reduction by local linear embedding[J].Science,2000,290(5500):2323-2326. [3] BELKIN M,NIYOGI P.Laplacian eigenmaps and spectral techniques forembedding and clustering[C]//Advances in Neural Information Processing Systems.Vancouver,Canada:MIT Press,2002:585-591. [4] ZHANG Zhen-yue,ZHA Hong-yuan.Principal manifolds and nonlinear dimension reduction via local tangent space alignment[J].SIAM Journal of Scientific Computing,2005,26(1):313-338. [5] MULLER K R,MIKA S,RATSCH G,et al.An introduction to kernel-based learning algorithms[J].IEEE Transactions on Neural Networks,2001,12(2):181-201. [6] HE Xiao-fei,NIYOGI P.Locality preserving projections[C]//Advances in Neural Information Processing Systems 16.Vancouver,Canada:MIT Press,2004:153-160. [7] HE Xiao-fei,CAI Deng,YAN Shui-cheng,et al.Neighborhood preserving embedding[C]//Proceedings of the Tenth IEEE International Conference on Computer Vision.Washington,USA:IEEE Computer Society,2005:1208-1213. [8] OKBA T,ILYES E,TAREK G,et al.Supervised learning with kernel methods[C]//Proceedings of the 10th WSEAS international Conference on Wavelet analysis and multirate systems.Wisconsin,USA:World Scientific and Engineering Academyand Society,2010:73-77. [9] GNECCO G,SANGUINETI M.On spectral windows in supervised learning from data[J].Information Processing Letters,2010,110(23):1031-1036. [10] SCHOLKOPF B,SMOLA A,MULLER K R.Nonlinear component analysis as akernel eigenvalue problem[J].Neural Computation,1998,10(5):1299-1319. [11] GENG Xin,ZHAN De-chuan,ZHOU Zhi-hua.Supervised nonlinear dimensionality reduction for visualization and classification[J].IEEE Transactions onSystems,Man and Cybernetics,2005,35(6):1098-1107. [12] VIACHOS M,DOMENICONE C,GUNOPULOS D,et al.Non-linear dimensionality reduction techniques for classification and visualization[C]//Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and datamining.New York:ACM,2002:645-651. [13] COX T F,COX M A A.Multidimensional scaling[M].Boca Raton,FL:Chapman and Hall/CRC,2000. [14] WASSERMAN P D.Advanced methods in neural computing[M].New York:John Wiley and Sons,1993. [15] BLAKE C,KEOGH E,MERZ C J.UCI repository of machine learning databases[EB/OL].(2010-03-01)[2010-03-02].http://www.ics.uci.edu/ml/. [16] HENNESSY K,MADDEN M G,CONROY J,et al.An improved genetic programming technique for the classification of Raman spectra[J].Knowledge Based Systems,2005,18(4/5):217-224. [17] PICHARDO-MOLINA J L,FRAUSTO-REYES C,BARBOSA-GARCIA O,et al.Raman spectroscopy and multivariate analysis of serum samples from breast cancer patients[J].Laser Medical Science,2007,22(4):229-236. |
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