@inproceedings{bb124600,
        AUTHOR = "Raducanu, B. and Dornaika, F.",
        TITLE = "Out-of-Sample Embedding by Sparse Representation",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "336-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120679"}

@inproceedings{bb124601,
        AUTHOR = "Hariharan, B. and Malik, J. and Ramanan, D.",
        TITLE = "Discriminative Decorrelation for Clustering and Classification",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "IV: 459-472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120680"}

@inproceedings{bb124602,
        AUTHOR = "Nguyen, H.V. and Patel, V.M. and Nasrabadi, N.M. and Chellappa, R.",
        TITLE = "Sparse Embedding:
A Framework for Sparsity Promoting Dimensionality Reduction",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "VI: 414-427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120681"}

@inproceedings{bb124603,
        AUTHOR = "Hong, Y. and Li, Q.N. and Jiang, J.Y. and Tu, Z.W.",
        TITLE = "Learning a mixture of sparse distance metrics for classification and
dimensionality reduction",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "906-913",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120682"}

@inproceedings{bb124604,
        AUTHOR = "Gan, L. and Do, T.T. and Tran, T.D.",
        TITLE = "Fast dimension reduction through random permutation",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "3353-3356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120683"}

@inproceedings{bb124605,
        AUTHOR = "Sankaran, P. and Asari, V.",
        TITLE = "A second order polynomial based subspace projection method for
dimensionality reduction",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "3857-3860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120684"}

@inproceedings{bb124606,
        AUTHOR = "Sulic, V. and Pers, J. and Kristan, M. and Kovacic, S.",
        TITLE = "Dimensionality Reduction for Distributed Vision Systems Using Random
Projection",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "380-383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120685"}

@inproceedings{bb124607,
        AUTHOR = "Aouada, D. and Baryshnikov, Y. and Krim, H.",
        TITLE = "Mahalanobis-based Adaptive Nonlinear Dimension Reduction",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "742-745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120686"}

@inproceedings{bb124608,
        AUTHOR = "Hussain, S.U. and Triggs, B.",
        TITLE = "Feature Sets and Dimensionality Reduction for Visual Object Detection",
        BOOKTITLE = BMVC10,
        YEAR = "2010",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120687"}

@inproceedings{bb124609,
        AUTHOR = "Shyr, A. and Urtasun, R. and Jordan, M.I.",
        TITLE = "Sufficient dimension reduction for visual sequence classification",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3610-3617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120688"}

@inproceedings{bb124610,
        AUTHOR = "Wang, P. and Shen, C.H. and Zheng, H. and Ren, Z.",
        TITLE = "A Variant of the Trace Quotient Formulation for Dimensionality
Reduction",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "III: 277-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120689"}

@inproceedings{bb124611,
        AUTHOR = "Wu, D. and Zhou, Z.L. and Feng, S.J. and He, Y.",
        TITLE = "Uninformation Variable Elimination and Successive Projections Algorithm
in Mid-Infrared Spectral Wavenumber Selection",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120690"}

@inproceedings{bb124612,
        AUTHOR = "Sun, Y.K. and Chen, H.",
        TITLE = "Application of Rough Set in Image's Feature Attributes Reduction",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120691"}

@inproceedings{bb124613,
        AUTHOR = "Xu, X.L. and Chen, T.",
        TITLE = "ISOMAP Algorithm-Based Feature Extraction for Electromechanical
Equipment Fault Prediction",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120692"}

@inproceedings{bb124614,
        AUTHOR = "Saenz, C. and Hernandez, B. and Alberdi, C. and Alfonso, S. and Dineiro, J.M.",
        TITLE = "The Number of Linearly Independent Vectors in Spectral Databases",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "570-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120693"}

@inproceedings{bb124615,
        AUTHOR = "Gu, G.D. and Zhang, Y.S. and Hu, J.H. and Shen, K.",
        TITLE = "An attribute fast reduction algorithm based on modified discernable
matrix of S-rough sets",
        BOOKTITLE = IASP09,
        YEAR = "2009",
        PAGES = "366-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120694"}

@inproceedings{bb124616,
        AUTHOR = "Jeong, S.D. and Kim, S.W. and Kim, W.Y. and Choi, B.U.",
        TITLE = "Effective dimensionality reduction in multimedia applications",
        BOOKTITLE = CIIP09,
        YEAR = "2009",
        PAGES = "82-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120695"}

@inproceedings{bb124617,
        AUTHOR = "Kashima, H. and Yamasaki, K. and Inokuchi, A. and Saigo, H.",
        TITLE = "Regression with interval output values",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120696"}

@inproceedings{bb124618,
        AUTHOR = "Jia, Y.Q. and Zhang, C.S.",
        TITLE = "Local Regularized Least-Square Dimensionality Reduction",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120697"}

@inproceedings{bb124619,
        AUTHOR = "Mahmoudi, M. and Vandergheynst, P. and Sorci, M.",
        TITLE = "On the estimation of geodesic paths on sampled manifolds under random
projections",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1840-1843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120698"}

@inproceedings{bb124620,
        AUTHOR = "Ribeiro, B. and Vieira, A. and Carvalho das Neves, J.",
        TITLE = "Supervised Isomap with Dissimilarity Measures in Embedding Learning",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "389-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120699"}

@inproceedings{bb124621,
        AUTHOR = "Shen, C.H. and Li, H.D. and Brooks, M.J.",
        TITLE = "A Convex Programming Approach to the Trace Quotient Problem",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "II: 227-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120700"}

@inproceedings{bb124622,
        AUTHOR = "Li, J. and Hao, P.W.",
        TITLE = "Reliable Representation of Data on Manifolds",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120701"}

@inproceedings{bb124623,
        AUTHOR = "Li, J. and Hao, P.W.",
        TITLE = "Hierarchical Structuring of Data on Manifolds",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120702"}

@inproceedings{bb124624,
        AUTHOR = "Chen, J.H. and Ye, J.P. and Li, Q.",
        TITLE = "Integrating Global and Local Structures:
A Least Squares Framework for Dimensionality Reduction",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120703"}

@inproceedings{bb124625,
        AUTHOR = "Yang, Z.R. and Laaksonen, J.T.",
        TITLE = "Regularized Neighborhood Component Analysis",
        BOOKTITLE = SCIA07,
        YEAR = "2007",
        PAGES = "253-262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120704"}

@inproceedings{bb124626,
        AUTHOR = "Li, Y.Z. and Ming, F. and Yang, J.Y. and Pan, R.L.",
        TITLE = "An Efficient Method of Nonlinear Feature Extraction Based on SVM",
        BOOKTITLE = ICARCV06,
        YEAR = "2006",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120705"}

@inproceedings{bb124627,
        AUTHOR = "Song, F.X. and Zhang, D. and Chen, Q.L. and Yang, J.Y.",
        TITLE = "A Novel Supervised Dimensionality Reduction Algorithm for Online Image
Recognition",
        BOOKTITLE = PSIVT06,
        YEAR = "2006",
        PAGES = "198-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120706"}

@inproceedings{bb124628,
        AUTHOR = "Yan, S.C. and Tang, X.",
        TITLE = "Dimensionality Reduction with Adaptive Kernels",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 626-629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120707"}

@inproceedings{bb124629,
        AUTHOR = "Chen, H.F. and Jiang, G.F. and Yoshihira, K.",
        TITLE = "Robust Nonlinear Dimensionality Reduction for Manifold Learning",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 447-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120708"}

@inproceedings{bb124630,
        AUTHOR = "Yu, K. and Yu, S.P. and Tresp, V.",
        TITLE = "Multi-Output Regularized Projection",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 597-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120709"}

@inproceedings{bb124631,
        AUTHOR = "Wolf, L.B. and Bileschi, S.M.",
        TITLE = "Combining Variable Selection with Dimensionality Reduction",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 801-806",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120710"}

@inproceedings{bb124632,
        AUTHOR = "Bileschi, S.M. and Wolf, L.B.",
        TITLE = "Combining Variable Selection with Dimensionality Reduction",
        BOOKTITLE = CSAIL,
        YEAR = "2005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120710"}

@inproceedings{bb124633,
        AUTHOR = "Andersson, F. and Nilsson, J.",
        TITLE = "Nonlinear Dimensionality Reduction Using Circuit Models",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
        PAGES = "950-959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120711"}

@inproceedings{bb124634,
        AUTHOR = "Trujillo, M. and Sadki, M.",
        TITLE = "Correspondence analysis applied to textural features recognition",
        BOOKTITLE = Southwest04,
        YEAR = "2004",
        PAGES = "119-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120712"}

@inproceedings{bb124635,
        AUTHOR = "Brown, M. and Costen, N.P. and Akamatsu, S.",
        TITLE = "Efficient calculation of the complete optimal classification set",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 307-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120713"}

@inproceedings{bb124636,
        AUTHOR = "Shimano, M. and Nagao, K.",
        TITLE = "Simultaneous optimization of class configuration and feature space for
object recognition",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 7-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120714"}

@inproceedings{bb124637,
        AUTHOR = "Wang, J. and Lu, H.Q. and Liu, Q.S.",
        TITLE = "Feature space analysis using low-order tensor voting",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "IV: 2681-2684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120715"}

@inproceedings{bb124638,
        AUTHOR = "Wang, J. and Lu, H.Q. and Liu, Q.S.",
        TITLE = "Tensor voting toward feature space analysis",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 462-465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120716"}

@inproceedings{bb124639,
        AUTHOR = "Dasarathy, B.V. and Sanchez, J.S.",
        TITLE = "Tandem Fusion of Nearest Neighbor Editing and Condensing Algorithms:
Data Dimensionality Effects",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 692-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120717"}

@inproceedings{bb124640,
        AUTHOR = "Piper, J. and Poole, I. and Carothers, A.",
        TITLE = "Stein's paradox and improved quadratic discrimination of real and
simulated data by covariance weighting",
        BOOKTITLE = ICPR94,
        YEAR = "1994",
        PAGES = "B:529-532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120718"}

@inproceedings{bb124641,
        AUTHOR = "Valev, V.",
        TITLE = "On the representation of training tables in a K-valued code and the
construction of empirical regularities",
        BOOKTITLE = ICPR88,
        YEAR = "1988",
        PAGES = "II: 779-781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT120719"}

@article{bb124642,
        AUTHOR = "de Backer, S. and Naud, A. and Scheunders, P.",
        TITLE = "Nonlinear Dimensionality Reduction Techniques for
Unsupervised Feature Extraction",
        JOURNAL = PRL,
        VOLUME = "19",
        YEAR = "1998",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "711-720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120720"}

@article{bb124643,
        AUTHOR = "Cappelli, R. and Maio, D. and Maltoni, D.",
        TITLE = "Multispace KL for Pattern Representation and Classification",
        JOURNAL = PAMI,
        VOLUME = "23",
        YEAR = "2001",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "977-996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120721"}

@article{bb124644,
        AUTHOR = "Nie, F.P. and Xiang, S.M. and Jia, Y.Q. and Zhang, C.S.",
        TITLE = "Semi-supervised orthogonal discriminant analysis via label propagation",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2615-2627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120722"}

@article{bb124645,
        AUTHOR = "Nie, F.P. and Xu, D. and Li, X. and Xiang, S.M.",
        TITLE = "Semisupervised Dimensionality Reduction and Classification Through
Virtual Label Regression",
        JOURNAL = SMC-B,
        VOLUME = "41",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "675-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120723"}

@article{bb124646,
        AUTHOR = "Xu, D. and Yan, X.",
        TITLE = "Semi-Supervised Bilinear Subspace Learning",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1671-1676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120724"}

@article{bb124647,
        AUTHOR = "Kim, J.K. and Choi, S.J.",
        TITLE = "Clustering with r-regular graphs",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2020-2028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120725"}

@article{bb124648,
        AUTHOR = "Lee, S.H. and Choi, S.J.",
        TITLE = "Landmark MDS ensemble",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2045-2053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120726"}

@article{bb124649,
        AUTHOR = "Hou, C.P. and Zhang, C.S. and Wu, Y. and Nie, F.P.",
        TITLE = "Multiple view semi-supervised dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "720-730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120727"}

@article{bb124650,
        AUTHOR = "Nie, F.P. and Xu, D. and Tsang, I.W.H. and Zhang, C.S.",
        TITLE = "Flexible Manifold Embedding: A Framework for Semi-Supervised and
Unsupervised Dimension Reduction",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1921-1932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120728"}

@article{bb124651,
        AUTHOR = "Faivishevsky, L. and Goldberger, J.",
        TITLE = "An unsupervised data projection that preserves the cluster structure",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "256-262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120729"}

@article{bb124652,
        AUTHOR = "Gu, N.N. and Fan, M.Y. and Qiao, H. and Zhang, B.",
        TITLE = "Discriminative Sparsity Preserving Projections for Semi-Supervised
Dimensionality Reduction",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "391-394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120730"}

@article{bb124653,
        AUTHOR = "Zhao, M.B. and Zhang, Z. and Chow, T.W.S.",
        TITLE = "Trace ratio criterion based generalized discriminative learning for
semi-supervised dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1482-1499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120731"}

@article{bb124654,
        AUTHOR = "Mu, T.T. and Goulermas, J.Y. and Tsujii, J. and Ananiadou, S.",
        TITLE = "Proximity-Based Frameworks for Generating Embeddings from Multi-Output
Data",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2216-2232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120732"}

@article{bb124655,
        AUTHOR = "Han, Y.H. and Wu, F. and Tao, D.C. and Shao, J. and Zhuang, Y.T. and Jiang, J.M.",
        TITLE = "Sparse Unsupervised Dimensionality Reduction for Multiple View Data",
        JOURNAL = CirSysVideo,
        VOLUME = "22",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1485-1496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120733"}

@article{bb124656,
        AUTHOR = "Jukic, A. and Filipovic, M.",
        TITLE = "Supervised feature extraction for tensor objects based on
maximization of mutual information",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "13",
        PAGES = "1476-1484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120734"}

@article{bb124657,
        AUTHOR = "Zhang, Z. and Yan, S.C. and Zhao, M.B.",
        TITLE = "Pairwise Sparsity Preserving Embedding for Unsupervised Subspace
Learning and Classification",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "4640-4651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120735"}

@article{bb124658,
        AUTHOR = "Yang, S. and Jin, P. and Li, B. and Yang, L. and Xu, W. and Jiao, L.",
        TITLE = "Semisupervised Dual-Geometric Subspace Projection for Dimensionality
Reduction of Hyperspectral Image Data",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3587-3593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120736"}

@article{bb124659,
        AUTHOR = "Kim, K. and Lee, J.W.",
        TITLE = "Sentiment visualization and classification via semi-supervised
nonlinear dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "758-768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120737"}

@article{bb124660,
        AUTHOR = "Shen, X.B. and Sun, Q.S.",
        TITLE = "A novel semi-supervised canonical correlation analysis and extensions
for multi-view dimensionality reduction",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "8",
        PAGES = "1894-1904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120738"}

@article{bb124661,
        AUTHOR = "Wang, F. and Li, R. and Lei, Z.K. and Ni, X.S. and Huo, X.M. and Chen, M.",
        TITLE = "Kernel fusion-refinement for semi-supervised nonlinear dimension
reduction",
        JOURNAL = PRL,
        VOLUME = "63",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "16-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120739"}

@article{bb124662,
        AUTHOR = "Guo, X. and Tie, Y. and Qi, L. and Guan, L.",
        TITLE = "A Novel Semi-Supervised Dimensionality Reduction Framework",
        JOURNAL = MultMedMag,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "28-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120740"}

@article{bb124663,
        AUTHOR = "Wang, S. and Lu, J.F. and Gu, X.J. and Du, H.S. and Yang, J.Y.",
        TITLE = "Semi-supervised linear discriminant analysis for dimension reduction
and classification",
        JOURNAL = PR,
        VOLUME = "57",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "179-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120741"}

@article{bb124664,
        AUTHOR = "Yu, T. and Zhang, W.",
        TITLE = "Semisupervised Multilabel Learning With Joint Dimensionality
Reduction",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "795-799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120742"}

@article{bb124665,
        AUTHOR = "Song, Y.Q. and Nie, F.P. and Zhang, C.S.",
        TITLE = "Semi-supervised sub-manifold discriminant analysis",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1806-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120743"}

@article{bb124666,
        AUTHOR = "Song, Y.Q. and Nie, F.P. and Zhang, C.S. and Xiang, S.M.",
        TITLE = "A unified framework for semi-supervised dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2789-2799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120744"}

@article{bb124667,
        AUTHOR = "Zhang, Q. and Sun, J.Y. and Zhong, G.Q. and Dong, J.Y.",
        TITLE = "Random Multi-Graphs: A semi-supervised learning framework for
classification of high dimensional data",
        JOURNAL = IVC,
        VOLUME = "60",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "30-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120745"}

@article{bb124668,
        AUTHOR = "Sakarya, U.",
        TITLE = "Dimension reduction using global and local pattern information-based
maximum margin criterion",
        JOURNAL = SIViP,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "903-909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120746"}

@article{bb124669,
        AUTHOR = "Sakarya, U.",
        TITLE = "Semi-supervised dimension reduction approaches integrating global and
local pattern information",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "171-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120747"}

@article{bb124670,
        AUTHOR = "Yu, M.Y. and Shao, L. and Zhen, X.T. and He, X.F.",
        TITLE = "Local Feature Discriminant Projection",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1908-1914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120748"}

@article{bb124671,
        AUTHOR = "Chen, P. and Jiao, L.C. and Liu, F. and Zhao, J.Q. and Zhao, Z.Q. and Liu, S.",
        TITLE = "Semi-supervised double sparse graphs based discriminant analysis for
dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "361-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120749"}

@article{bb124672,
        AUTHOR = "Sun, L. and Kudo, M. and Kimura, K.",
        TITLE = "READER: Robust Semi-Supervised Multi-Label Dimension Reduction",
        JOURNAL = IEICE,
        VOLUME = "E100-D",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2597-2604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120750"}

@article{bb124673,
        AUTHOR = "Zhang, J. and Yu, J. and Tao, D.",
        TITLE = "Local Deep-Feature Alignment for Unsupervised Dimension Reduction",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2420-2432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120751"}

@article{bb124674,
        AUTHOR = "Mikalsen, K.O. and Soguero Ruiz, C. and Bianchi, F.M. and Jenssen, R.",
        TITLE = "Noisy multi-label semi-supervised dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "90",
        YEAR = "2019",
        PAGES = "257-270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120752"}

@article{bb124675,
        AUTHOR = "Murphy, J.M.",
        TITLE = "Spatially regularized active diffusion learning for high-dimensional
images",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
        PAGES = "213-220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120753"}

@article{bb124676,
        AUTHOR = "Lu, Y.D. and Wu, G.",
        TITLE = "Fast and incremental algorithms for exponential semi-supervised
discriminant embedding",
        JOURNAL = PR,
        VOLUME = "108",
        YEAR = "2020",
        PAGES = "107530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120754"}

@article{bb124677,
        AUTHOR = "Pang, W.R. and Wu, G.",
        TITLE = "Fast algorithms for incremental and decremental semi-supervised
discriminant analysis",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120755"}

@article{bb124678,
        AUTHOR = "Chen, H. and Nie, F.P. and Wang, R. and Li, X.L.",
        TITLE = "Adaptive Flexible Optimal Graph for Unsupervised Dimensionality
Reduction",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "2162-2166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120756"}

@article{bb124679,
        AUTHOR = "Xie, L.P. and Guo, W. and Wei, H. and Tang, Y.Y. and Tao, D.C.",
        TITLE = "Efficient Unsupervised Dimension Reduction for Streaming Multiview
Data",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1772-1784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120757"}

@article{bb124680,
        AUTHOR = "Yuan, Z. and Chen, H.M. and Li, T.R.",
        TITLE = "Exploring interactive attribute reduction via fuzzy complementary
entropy for unlabeled mixed data",
        JOURNAL = PR,
        VOLUME = "127",
        YEAR = "2022",
        PAGES = "108651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120758"}

@article{bb124681,
        AUTHOR = "Lu, X.H. and Long, J. and Wen, J. and Fei, L. and Zhang, B. and Xu, Y.",
        TITLE = "Locality preserving projection with symmetric graph embedding for
unsupervised dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120759"}

@article{bb124682,
        AUTHOR = "Wang, J. and Wu, Y. and Li, B. and Yang, Z.G. and Nie, F.P.",
        TITLE = "Fast anchor graph preserving projections",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "109996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120760"}

@article{bb124683,
        AUTHOR = "Wang, Q. and Wang, F. and Li, Z.H. and Wang, Z. and Nie, F.P.",
        TITLE = "Coordinate Descent Optimized Trace Difference Model for Joint
Clustering and Feature Extraction",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120761"}

@inproceedings{bb124684,
        AUTHOR = "Spathis, D. and Passalis, N. and Tefas, A.",
        TITLE = "Fast, Visual and Interactive Semi-supervised Dimensionality Reduction",
        BOOKTITLE = CEFR-LCV18,
        YEAR = "2018",
        PAGES = "IV:550-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120762"}

@inproceedings{bb124685,
        AUTHOR = "Yang, Q.W. and Sun, F.C.",
        TITLE = "Unsupervised Local Linear Preserving Manifold Reduction with
Uncertainty Pretraining for Image Recognition",
        BOOKTITLE = CVS17,
        YEAR = "2017",
        PAGES = "527-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120763"}

@inproceedings{bb124686,
        AUTHOR = "Wang, Y.M. and Morariu, V.I. and Davis, L.S.",
        TITLE = "Unsupervised Feature Extraction Inspired by Latent Low-Rank
Representation",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "542-549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120764"}

@inproceedings{bb124687,
        AUTHOR = "Morariu, V.I. and Ahmed, E. and Santhanam, V. and Harwood, D. and Davis, L.S.",
        TITLE = "Composite Discriminant Factor analysis",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "564-571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120765"}

@inproceedings{bb124688,
        AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
        TITLE = "Parametric dimensionality reduction by unsupervised regression",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "1895-1902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120766"}

@inproceedings{bb124689,
        AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
        TITLE = "Dimensionality reduction by unsupervised regression",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120767"}

@inproceedings{bb124690,
        AUTHOR = "Yang, W. and Zhang, S.W. and Liang, W.",
        TITLE = "A Graph Based Subspace Semi-supervised Learning Framework for
Dimensionality Reduction",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "II: 664-677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120768"}

@inproceedings{bb124691,
        AUTHOR = "Gong, H.F. and Pan, C.H. and Yang, Q. and Lu, H.Q. and Ma, S.D.",
        TITLE = "Neural Network Modeling of Spectral Embedding",
        BOOKTITLE = BMVC06,
        YEAR = "2006",
        PAGES = "I:227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120769"}

@inproceedings{bb124692,
        AUTHOR = "Gong, H.F. and Pan, C.H. and Yang, Q. and Lu, H.Q. and Ma, S.D.",
        TITLE = "A Semi-Supervised Framework for Mapping Data to the Intrinsic Manifold",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "I: 98-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT120770"}

@article{bb124693,
        AUTHOR = "Lin, T. and Zha, H.B.",
        TITLE = "Riemannian Manifold Learning",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "796-809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT120771"}

@inproceedings{bb124694,
        AUTHOR = "Lin, T. and Zha, H.B. and Lee, S.U.",
        TITLE = "Riemannian Manifold Learning for Nonlinear Dimensionality Reduction",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "I: 44-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT120772"}

@article{bb124695,
        AUTHOR = "Subbarao, R. and Meer, P.",
        TITLE = "Nonlinear Mean Shift over Riemannian Manifolds",
        JOURNAL = IJCV,
        VOLUME = "84",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "August",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT120773"}

@inproceedings{bb124696,
        AUTHOR = "Subbarao, R. and Meer, P.",
        TITLE = "Discontinuity Preserving Filtering over Analytic Manifolds",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT120774"}

@inproceedings{bb124697,
        AUTHOR = "Subbarao, R. and Meer, P.",
        TITLE = "Nonlinear Mean Shift for Clustering over Analytic Manifolds",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 1168-1175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT120775"}

@inproceedings{bb124698,
        AUTHOR = "Subbarao, R. and Meer, P.",
        TITLE = "Subspace Estimation Using Projection Based M-Estimators over Grassmann
Manifolds",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "I: 301-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT120776"}

@inproceedings{bb124699,
        AUTHOR = "Subbarao, R. and Meer, P.",
        TITLE = "Heteroscedastic Projection Based M-Estimators",
        BOOKTITLE = EEMCV05,
        YEAR = "2005",
        PAGES = "III: 38-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT120777"}

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