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        TITLE = "Dimensionality reduction of multidimensional temporal data through
regression",
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@article{bb107701,
        AUTHOR = "Bell, I.E. and Baranoski, G.V.G.",
        TITLE = "Reducing the dimensionality of plant spectral databases",
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@article{bb107702,
        AUTHOR = "Rangarajan, L. and Nagabhushan, P.",
        TITLE = "Content driven dimensionality reduction at block level in the design of
an efficient classifier for spatial multi spectral images",
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        AUTHOR = "Sun, Q.S. and Liu, Z.D. and Heng, P.A. and Xia, D.S.",
        TITLE = "A theorem on the generalized canonical projective vectors",
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@article{bb107704,
        AUTHOR = "Donoho, D.L. and Grimes, C.",
        TITLE = "Image Manifolds which are Isometric to Euclidean Space",
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        TITLE = "Incremental locally linear embedding",
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        YEAR = "2005",
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        MONTH = "October",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT104023"}

@inproceedings{bb107706,
        AUTHOR = "Kouropteva, O. and Okun, O. and Pietikainen, M.",
        TITLE = "Incremental Locally Linear Embedding Algorithm",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
        PAGES = "521-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT104024"}

@inproceedings{bb107707,
        AUTHOR = "Hadid, A. and Kouropteva, O. and Pietikanen, M.",
        TITLE = "Unsupervised Learning Using Locally Linear Embedding:
Experiments with Face Pose Analysis",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT104025"}

@article{bb107708,
        AUTHOR = "Benito, M. and Pena, D.",
        TITLE = "A fast approach for dimensionality reduction with image data",
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@article{bb107709,
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        TITLE = "Dimension Reduction as a Deflation Method in ICA",
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@article{bb107710,
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        TITLE = "A Linear Feature Extraction for Multiclass Classification Problems
Based on Class Mean and Covariance Discriminant Information",
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@article{bb107711,
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        TITLE = "Incremental Nonlinear Dimensionality Reduction by Manifold Learning",
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@article{bb107712,
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@article{bb107714,
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@article{bb107715,
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        TITLE = "Diffusion Maps and Coarse-Graining: A Unified Framework for
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@article{bb107716,
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        TITLE = "Feature Subset Selection and Ranking for Data Dimensionality Reduction",
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@article{bb107717,
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        TITLE = "Image Classification Using Correlation Tensor Analysis",
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@article{bb107721,
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        TITLE = "Correlation Metric for Generalized Feature Extraction",
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        TITLE = "Ubiquitously Supervised Subspace Learning",
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@article{bb107724,
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        AUTHOR = "Rueda, L.G. and Henriquez, C. and Oommen, B.J.",
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@inproceedings{bb107736,
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@inproceedings{bb107738,
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        AUTHOR = "Nie, F.P. and Xu, D. and Li, X. and Xiang, S.M.",
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        TITLE = "Dimensionality reduction for heterogeneous dataset in rushes editing",
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@article{bb107745,
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@inproceedings{bb107746,
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        AUTHOR = "Xu, D. and Yan, S.C. and Lin, S. and Huang, T.S. and Chang, S.F.",
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        AUTHOR = "Yan, S.C. and Xu, D. and Lin, S. and Huang, T.S. and Chang, S.F.",
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@article{bb107752,
        AUTHOR = "Ge, S.Z.S. and Guan, F. and Pan, Y.Z. and Loh, A.P.",
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@article{bb107753,
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@article{bb107754,
        AUTHOR = "Yan, S.C. and Wang, H. and Tu, J. and Tang, X. and Huang, T.S.",
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@inproceedings{bb107755,
        AUTHOR = "Wang, H. and Yan, S.C. and Xu, D. and Tang, X. and Huang, T.S.",
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@article{bb107756,
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@article{bb107757,
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        TITLE = "Clustering with r-regular graphs",
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@article{bb107758,
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@article{bb107763,
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information for pattern classification",
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@article{bb107764,
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        TITLE = "Dimension Reduction of Optical Remote Sensing Images via Minimum Change
Rate Deviation Method",
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@article{bb107765,
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        TITLE = "An MRF-based kernel method for nonlinear feature extraction",
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@article{bb107766,
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@article{bb107767,
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applications to image reconstruction and feature extraction",
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@article{bb107768,
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@article{bb107769,
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@article{bb107770,
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Theoretical analysis and an algorithm",
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@article{bb107771,
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@article{bb107772,
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        TITLE = "Flexible Manifold Embedding: A Framework for Semi-Supervised and
Unsupervised Dimension Reduction",
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@article{bb107773,
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@article{bb107774,
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@article{bb107775,
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@inproceedings{bb107783,
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@article{bb107796,
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@article{bb107799,
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