@inproceedings{bb123200,
        AUTHOR = "Kim, M.Y. and Pavlovic, V.",
        TITLE = "Dimensionality reduction using covariance operator inverse regression",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119291"}

@article{bb123201,
        AUTHOR = "Kim, M.Y.",
        TITLE = "Time-Series Dimensionality Reduction via Granger Causality",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "611-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119292"}

@article{bb123202,
        AUTHOR = "Gao, X. and Wang, X. and Tao, D. and Li, X.",
        TITLE = "Supervised Gaussian Process Latent Variable Model for Dimensionality
Reduction",
        JOURNAL = SMC-B,
        VOLUME = "41",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "425-434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119293"}

@article{bb123203,
        AUTHOR = "Xiong, H. and Liu, T. and Tao, D. and Shen, H.T.",
        TITLE = "Dual Diversified Dynamical Gaussian Process Latent Variable Model for
Video Repairing",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3626-3637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119294"}

@article{bb123204,
        AUTHOR = "Wu, J. and Zhang, X.L.",
        TITLE = "Maximum Margin Clustering Based Statistical VAD With Multiple
Observation Compound Feature",
        JOURNAL = SPLetters,
        VOLUME = "18",
        YEAR = "2011",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "283-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119295"}

@article{bb123205,
        AUTHOR = "Park, H. and Kwon, H.C.",
        TITLE = "Improved Gini-Index Algorithm to Correct Feature-Selection Bias in Text
Classification",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "855-865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119296"}

@article{bb123206,
        AUTHOR = "Chang, C.I. and Safavi, H.",
        TITLE = "Progressive dimensionality reduction by transform for hyperspectral
imagery",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2760-2773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119297"}

@article{bb123207,
        AUTHOR = "Wong, W.K. and Zhao, H.T.",
        TITLE = "Supervised optimal locality preserving projection",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "186-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119298"}

@inproceedings{bb123208,
        AUTHOR = "Lai, Z.H. and Jin, Z. and Wong, W.K.",
        TITLE = "Tangent space discriminant analysis for feature extraction",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "3793-3796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119299"}

@article{bb123209,
        AUTHOR = "van de Ville, D. and Kocher, M.",
        TITLE = "Nonlocal Means With Dimensionality Reduction and SURE-Based Parameter
Selection",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2683-2690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119300"}

@article{bb123210,
        AUTHOR = "Lazaro Gredilla, M. and van Vaerenbergh, S. and Lawrence, N.D.",
        TITLE = "Overlapping Mixtures of Gaussian Processes for the data association
problem",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1386-1395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119301"}

@inproceedings{bb123211,
        AUTHOR = "Urtasun, R. and Quattoni, A. and Lawrence, N.D. and Darrell, T.J.",
        TITLE = "Transferring Nonlinear Representations using Gaussian Processes
with a Shared Latent Space",
        BOOKTITLE = CSAIL,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119302"}

@article{bb123212,
        AUTHOR = "Alvarez, M.A. and Luengo, D. and Lawrence, N.D.",
        TITLE = "Linear Latent Force Models Using Gaussian Processes",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "11",
        PAGES = "2693-2705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119303"}

@inproceedings{bb123213,
        AUTHOR = "Geiger, A. and Urtasun, R. and Darrell, T.J. and Stiefelhagen, R.",
        TITLE = "Rank Priors for Continuous Non-Linear Dimensionality Reduction",
        BOOKTITLE = CSAIL,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119304"}

@inproceedings{bb123214,
        AUTHOR = "Geiger, A. and Urtasun, R. and Darrell, T.J.",
        TITLE = "Rank Priors for Continuous Non-Linear Dimensionality Reduction",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "880-887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119304"}

@article{bb123215,
        AUTHOR = "Zhu, X.F. and Huang, Z. and Shen, H.T. and Cheng, J. and Xu, C.S.",
        TITLE = "Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3003-3016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119305"}

@article{bb123216,
        AUTHOR = "Zhang, Z. and Zhao, M.B. and Chow, T.W.S.",
        TITLE = "Constrained large Margin Local Projection algorithms and extensions for
multimodal dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4466-4493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119306"}

@article{bb123217,
        AUTHOR = "Orlov, N.V. and Eckley, D.M. and Shamir, L. and Goldberg, I.G.",
        TITLE = "Improving class separability using extended pixel planes:
A comparative study",
        JOURNAL = MVA,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "1047-1058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119307"}

@article{bb123218,
        AUTHOR = "Hacine Gharbi, A. and Ravier, P. and Harba, R. and Mohamadi, T.",
        TITLE = "Low bias histogram-based estimation of mutual information for feature
selection",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1302-1308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119308"}

@article{bb123219,
        AUTHOR = "Hacine Gharbi, A. and Ravier, P.",
        TITLE = "A binning formula of bi-histogram for joint entropy estimation using
mean square error minimization",
        JOURNAL = PRL,
        VOLUME = "101",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "21-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119309"}

@article{bb123220,
        AUTHOR = "Mu, T.T. and Goulermas, J.Y.",
        TITLE = "Automatic Generation of Co-Embeddings from Relational Data with
Adaptive Shaping",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "10",
        PAGES = "2340-2356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119310"}

@article{bb123221,
        AUTHOR = "Hofmeyr, D.P.",
        TITLE = "Clustering by Minimum Cut Hyperplanes",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1547-1560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119311"}

@article{bb123222,
        AUTHOR = "Wu, Y. and Mu, T.T. and Liatsis, P. and Goulermas, J.Y.",
        TITLE = "Computation of heterogeneous object co-embeddings from relational
measurements",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "146-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119312"}

@article{bb123223,
        AUTHOR = "Yu, J. and Tao, D.C. and Rui, Y. and Cheng, J.",
        TITLE = "Pairwise constraints based multiview features fusion for scene
classification",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "483-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119313"}

@article{bb123224,
        AUTHOR = "Zhou, T. and Tao, D.",
        TITLE = "Double Shrinking Sparse Dimension Reduction",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "244-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119314"}

@article{bb123225,
        AUTHOR = "Lai, Z.",
        TITLE = "Sparse local discriminant projections for discriminant knowledge
extraction and classification",
        JOURNAL = IET-CV,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "6",
        PAGES = "551-559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119315"}

@article{bb123226,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Hyperdisk based large margin classifier",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1523-1531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119316"}

@inproceedings{bb123227,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Large margin classifiers based on convex class models",
        BOOKTITLE = Subspace09,
        YEAR = "2009",
        PAGES = "101-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119317"}

@article{bb123228,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Visual Object Detection Using Cascades of Binary and One-Class
Classifiers",
        JOURNAL = IJCV,
        VOLUME = "123",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "334-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119318"}

@inproceedings{bb123229,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Efficient object detection using cascades of nearest convex model
classifiers",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3138-3145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119319"}

@article{bb123230,
        AUTHOR = "Cevikalp, H. and Saglamlar, H.",
        TITLE = "Polyhedral Conic Classifiers for Computer Vision Applications and
Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "608-622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119320"}

@article{bb123231,
        AUTHOR = "Cevikalp, H. and Saglamlar, H.",
        TITLE = "Transductive polyhedral conic classifiers for machine learning
applications",
        JOURNAL = PRL,
        VOLUME = "161",
        YEAR = "2022",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119321"}

@inproceedings{bb123232,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Polyhedral Conic Classifiers for Visual Object Detection and
Classification",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4114-4122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119322"}

@article{bb123233,
        AUTHOR = "Cevikalp, H.",
        TITLE = "Best Fitting Hyperplanes for Classification",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1076-1088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119323"}

@inproceedings{bb123234,
        AUTHOR = "Cevikalp, H.",
        TITLE = "2-Sided Best Fitting Hyperplane Classifier",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "226-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119324"}

@inproceedings{bb123235,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Face recognition based on image sets",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2567-2573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119325"}

@inproceedings{bb123236,
        AUTHOR = "Cevikalp, H. and Triggs, B. and Jurie, F. and Polikar, R.",
        TITLE = "Margin-based discriminant dimensionality reduction for visual
recognition",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119326"}

@inproceedings{bb123237,
        AUTHOR = "Cevikalp, H. and Yavuz, H.S.",
        TITLE = "Large Margin Classifier Based on Affine Hulls",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "21-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119327"}

@inproceedings{bb123238,
        AUTHOR = "Cevikalp, H.",
        TITLE = "Semi-supervised Distance Metric Learning by Quadratic Programming",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3352-3355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119328"}

@article{bb123239,
        AUTHOR = "Meng, D.Y. and Leung, Y. and Xu, Z.B.",
        TITLE = "Passage method for nonlinear dimensionality reduction of data on
multi-cluster manifolds",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2175-2186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119329"}

@article{bb123240,
        AUTHOR = "Kapoor, R. and Gupta, R.",
        TITLE = "Non-linear dimensionality reduction using fuzzy lattices",
        JOURNAL = IET-CV,
        VOLUME = "7",
        YEAR = "2013",
        NUMBER = "3",
        PAGES = "-",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119330"}

@article{bb123241,
        AUTHOR = "Kapoor, R. and Gupta, R.",
        TITLE = "Morphological mapping for non-linear dimensionality reduction",
        JOURNAL = IET-CV,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "2",
        PAGES = "226-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119331"}

@article{bb123242,
        AUTHOR = "Gao, Q. and Gao, F. and Zhang, H. and Hao, X.J. and Wang, X.",
        TITLE = "Two-Dimensional Maximum Local Variation Based on Image Euclidean
Distance for Face Recognition",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "10",
        PAGES = "3807-3817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119332"}

@article{bb123243,
        AUTHOR = "Tao, D.C. and Jin, L. and Yang, Z. and Li, X.L.",
        TITLE = "Rank Preserving Sparse Learning for Kinect Based Scene Classification",
        JOURNAL = Cyber,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "5",
        PAGES = "1406-1417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119333"}

@article{bb123244,
        AUTHOR = "Gonen, M.",
        TITLE = "Bayesian Supervised Dimensionality Reduction",
        JOURNAL = Cyber,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "2179-2189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119334"}

@article{bb123245,
        AUTHOR = "Zhu, L. and Huang, D.S.",
        TITLE = "A Rayleigh-Ritz style method for large-scale discriminant analysis",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "1698-1708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119335"}

@article{bb123246,
        AUTHOR = "Wang, S.J. and Yan, S.C. and Yang, J. and Zhou, C.G. and Fu, X.L.",
        TITLE = "A General Exponential Framework for Dimensionality Reduction",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "920-930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119336"}

@article{bb123247,
        AUTHOR = "Sun, W.W. and Halevy, A. and Benedetto, J.J. and Czaja, W. and Liu, C. and Wu, H.B. and Shi, B.Q. and Li, W.Y.",
        TITLE = "UL-Isomap based nonlinear dimensionality reduction for hyperspectral
imagery classification",
        JOURNAL = PandRS,
        VOLUME = "89",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "25-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119337"}

@article{bb123248,
        AUTHOR = "He, J.R. and Ding, L.X. and Jiang, L. and Li, Z.K. and Hu, Q.H.",
        TITLE = "Intrinsic dimensionality estimation based on manifold assumption",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "5",
        PAGES = "740-747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119338"}

@article{bb123249,
        AUTHOR = "Cui, Y. and Fan, L.",
        TITLE = "A novel supervised dimensionality reduction algorithm:
Graph-based Fisher analysis",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1471-1481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119339"}

@article{bb123250,
        AUTHOR = "Wong, W.K.",
        TITLE = "Discover latent discriminant information for dimensionality
reduction: Non-negative Sparseness Preserving Embedding",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1511-1523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119340"}

@article{bb123251,
        AUTHOR = "Orsenigo, C.",
        TITLE = "An improved set covering problem for Isomap supervised landmark
selection",
        JOURNAL = PRL,
        VOLUME = "49",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "131-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119341"}

@article{bb123252,
        AUTHOR = "Wang, B.H. and Lin, C. and Zhao, X.F. and Lu, Z.M.",
        TITLE = "Neighbourhood sensitive preserving embedding for pattern
classification",
        JOURNAL = IET-IPR,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "489-497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119342"}

@inproceedings{bb123253,
        AUTHOR = "Pang, M. and Wang, B.H. and Fan, X. and Lin, C.",
        TITLE = "Discriminant Manifold Learning via Sparse Coding for Image Analysis",
        BOOKTITLE = MMMod16,
        YEAR = "2016",
        PAGES = "II: 244-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119343"}

@article{bb123254,
        AUTHOR = "Ardeshiri, T. and Granstrom, K. and Ozkan, E. and Orguner, U.",
        TITLE = "Greedy Reduction Algorithms for Mixtures of Exponential Family",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "676-680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119344"}

@article{bb123255,
        AUTHOR = "Johnsson, K. and Soneson, C. and Fontes, M.",
        TITLE = "Low Bias Local Intrinsic Dimension Estimation from Expected Simplex
Skewness",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "196-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119345"}

@article{bb123256,
        AUTHOR = "Song, M.P. and Chang, C.I.",
        TITLE = "A Theory of Recursive Orthogonal Subspace Projection for
Hyperspectral Imaging",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3055-3072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119346"}

@article{bb123257,
        AUTHOR = "Zheng, J.W. and Huang, Q.F. and Chen, S.Y. and Wang, W.L.",
        TITLE = "Efficient kernel discriminative common vectors for classification",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "643-655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119347"}

@article{bb123258,
        AUTHOR = "Dornaika, F. and Aldine, I.K.",
        TITLE = "Decremental Sparse Modeling Representative Selection for prototype
selection",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3714-3727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119348"}

@article{bb123259,
        AUTHOR = "Lu, G.F. and Zou, J.",
        TITLE = "Incremental maximum margin criterion based on eigenvalue decomposition
updating algorithm",
        JOURNAL = MVA,
        VOLUME = "26",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "August",
        PAGES = "807-817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119349"}

@article{bb123260,
        AUTHOR = "Yamamoto, M. and Hayashi, K.",
        TITLE = "Clustering of multivariate binary data with dimension reduction via
L1-regularized likelihood maximization",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "12",
        PAGES = "3959-3968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119350"}

@article{bb123261,
        AUTHOR = "Gao, Q.X. and Wang, Q.Q. and Huang, Y.F. and Gao, X.B. and Hong, X. and Zhang, H.L.",
        TITLE = "Dimensionality Reduction by Integrating Sparse Representation and
Fisher Criterion and its Applications",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5684-5695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119351"}

@article{bb123262,
        AUTHOR = "Hong, Y.F. and Lee, S. and Oh, S.J.",
        TITLE = "Boosting Multifactor Dimensionality Reduction Using Pre-evaluation",
        JOURNAL = ETRI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "206-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119352"}

@article{bb123263,
        AUTHOR = "Sun, Y. and Gao, J. and Hong, X. and Mishra, B. and Yin, B.",
        TITLE = "Heterogeneous Tensor Decomposition for Clustering via Manifold
Optimization",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "476-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119353"}

@article{bb123264,
        AUTHOR = "Yang, B. and Xiang, M. and Zhang, Y.",
        TITLE = "Multi-manifold Discriminant Isomap for visualization and
classification",
        JOURNAL = PR,
        VOLUME = "55",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "215-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119354"}

@article{bb123265,
        AUTHOR = "Liu, F. and Zhang, W.J. and Gu, S.C.",
        TITLE = "Local linear Laplacian eigenmaps: A direct extension of LLE",
        JOURNAL = PRL,
        VOLUME = "75",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "30-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119355"}

@article{bb123266,
        AUTHOR = "Zhou, Z.J. and Waqas, J.",
        TITLE = "Intrinsic structure based feature transform for image classification",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "735-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119356"}

@article{bb123267,
        AUTHOR = "Najafi, A. and Joudaki, A. and Fatemizadeh, E.",
        TITLE = "Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1452-1464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119357"}

@article{bb123268,
        AUTHOR = "Wen, J. and Fowler, J.E. and He, M. and Zhao, Y.Q. and Deng, C. and Menon, V.",
        TITLE = "Orthogonal Nonnegative Matrix Factorization Combining Multiple
Features for Spectral-Spatial Dimensionality Reduction of
Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4272-4286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119358"}

@article{bb123269,
        AUTHOR = "Zhao, W. and Du, S.",
        TITLE = "Spectral-Spatial Feature Extraction for Hyperspectral Image
Classification: A Dimension Reduction and Deep Learning Approach",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4544-4554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119359"}

@article{bb123270,
        AUTHOR = "Li, J. and Kong, Y. and Zhao, H.D. and Yang, J. and Fu, Y.",
        TITLE = "Learning Fast Low-Rank Projection for Image Classification",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4803-4814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119360"}

@article{bb123271,
        AUTHOR = "Huang, K.K. and Dai, D.Q. and Ren, C.X.",
        TITLE = "Regularized coplanar discriminant analysis for dimensionality
reduction",
        JOURNAL = PR,
        VOLUME = "62",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "87-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119361"}

@article{bb123272,
        AUTHOR = "Casalino, G. and Gillis, N.",
        TITLE = "Sequential dimensionality reduction for extracting localized features",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "15-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119362"}

@article{bb123273,
        AUTHOR = "Wang, Y. and Xie, J.B. and Wu, Y.",
        TITLE = "Orthogonal discriminant analysis revisited",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "149-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119363"}

@article{bb123274,
        AUTHOR = "Song, S. and Gong, Y. and Zhang, Y. and Huang, G. and Huang, G.B.",
        TITLE = "Dimension Reduction by Minimum Error Minimax Probability Machine",
        JOURNAL = SMCS,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "58-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119364"}

@article{bb123275,
        AUTHOR = "Zhang, C. and Fu, H. and Hu, Q. and Zhu, P. and Cao, X.",
        TITLE = "Flexible Multi-View Dimensionality Co-Reduction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "648-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119365"}

@article{bb123276,
        AUTHOR = "Shao, G.W. and Sang, N.",
        TITLE = "Regularized max-min linear discriminant analysis",
        JOURNAL = PR,
        VOLUME = "66",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "353-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119366"}

@inproceedings{bb123277,
        AUTHOR = "Shao, G.W. and Sang, N.",
        TITLE = "Fractional-step max-min distance analysis for dimension reduction",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "396-400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119367"}

@article{bb123278,
        AUTHOR = "Yuan, S. and Mao, X. and Chen, L.",
        TITLE = "Multilinear Spatial Discriminant Analysis for Dimensionality
Reduction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2669-2681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119368"}

@article{bb123279,
        AUTHOR = "Wong, W.K. and Lai, Z. and Wen, J. and Fang, X. and Lu, Y.",
        TITLE = "Low-Rank Embedding for Robust Image Feature Extraction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2905-2917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119369"}

@article{bb123280,
        AUTHOR = "Niu, G. and Ma, Z.M.",
        TITLE = "Local non-linear alignment for non-linear dimensionality reduction",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "331-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119370"}

@article{bb123281,
        AUTHOR = "Liu, H. and Liu, L. and Le, T.D. and Lee, I. and Sun, S. and Li, J.",
        TITLE = "Nonparametric Sparse Matrix Decomposition for Cross-View
Dimensionality Reduction",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1848-1859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119371"}

@article{bb123282,
        AUTHOR = "Wang, R. and Nie, F. and Hong, R. and Chang, X. and Yang, X. and Yu, W.",
        TITLE = "Fast and Orthogonal Locality Preserving Projections for
Dimensionality Reduction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5019-5030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119372"}

@article{bb123283,
        AUTHOR = "Tateno, K. and Ogawa, T. and Haseyama, M.",
        TITLE = "Visualizing Web Images Using Fisher Discriminant Locality Preserving
Canonical Correlation Analysis",
        JOURNAL = IEICE,
        VOLUME = "E100-D",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2005-2016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119373"}

@article{bb123284,
        AUTHOR = "Lai, Z. and Xu, Y. and Yang, J. and Shen, L. and Zhang, D.",
        TITLE = "Rotational Invariant Dimensionality Reduction Algorithms",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3733-3746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119374"}

@article{bb123285,
        AUTHOR = "Paul, R. and Chalup, S.K.",
        TITLE = "A study on validating non-linear dimensionality reduction using
persistent homology",
        JOURNAL = PRL,
        VOLUME = "100",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "160-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119375"}

@article{bb123286,
        AUTHOR = "Ning, X. and Li, W. and Tang, B. and He, H.",
        TITLE = "BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for
Feature Extraction in Face Recognition",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2575-2586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119376"}

@article{bb123287,
        AUTHOR = "Chen, S.B. and Zuo, C. and Ding, C. and Luo, B.",
        TITLE = "Non-greedy Max-min Large Margin based on L1-norm",
        JOURNAL = PRL,
        VOLUME = "108",
        YEAR = "2018",
        PAGES = "38-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119377"}

@article{bb123288,
        AUTHOR = "Lopez Sanchez, D. and Arrieta, A.G. and Corchado, J.M.",
        TITLE = "Data-independent Random Projections from the feature-space of the
homogeneous polynomial kernel",
        JOURNAL = PR,
        VOLUME = "82",
        YEAR = "2018",
        PAGES = "130-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119378"}

@article{bb123289,
        AUTHOR = "Wang, S.J. and Xie, D. and Chen, F. and Gao, Q.X.",
        TITLE = "Dimensionality reduction by LPP-L21",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "659-665",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119379"}

@article{bb123290,
        AUTHOR = "Zhang, H. and Nie, F.P. and Zhang, R. and Li, X.L.",
        TITLE = "Auto-weighted 2-dimensional maximum margin criterion",
        JOURNAL = PR,
        VOLUME = "83",
        YEAR = "2018",
        PAGES = "220-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119380"}

@article{bb123291,
        AUTHOR = "Wu, S.H. and Bertholet, P. and Huang, H. and Cohen Or, D. and Gong, M.L. and Zwicker, M.",
        TITLE = "Structure-Aware Data Consolidation",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2529-2537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119381"}

@article{bb123292,
        AUTHOR = "Xie, L. and Yin, M. and Yin, X. and Liu, Y. and Yin, G.",
        TITLE = "Low-Rank Sparse Preserving Projections for Dimensionality Reduction",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5261-5274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119382"}

@article{bb123293,
        AUTHOR = "Wang, G.A. and Hwang, J.N. and Rose, C. and Wallace, F.",
        TITLE = "Uncertainty-Based Active Learning via Sparse Modeling for Image
Classification",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "316-329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119383"}

@article{bb123294,
        AUTHOR = "Gajamannage, K. and Paffenroth, R. and Bollt, E.M.",
        TITLE = "A nonlinear dimensionality reduction framework using smooth geodesics",
        JOURNAL = PR,
        VOLUME = "87",
        YEAR = "2019",
        PAGES = "226-236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119384"}

@article{bb123295,
        AUTHOR = "Gajamannage, K. and Paffenroth, R.",
        TITLE = "Bounded manifold completion",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119385"}

@article{bb123296,
        AUTHOR = "Shi, Y. and Lei, M.L. and Yang, H. and Niu, L.F.",
        TITLE = "Diffusion network embedding",
        JOURNAL = PR,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "518-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119386"}

@article{bb123297,
        AUTHOR = "Hoyos Idrobo, A. and Varoquaux, G. and Kahn, J. and Thirion, B.",
        TITLE = "Recursive Nearest Agglomeration (ReNA):
Fast Clustering for Approximation of Structured Signals",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "669-681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119387"}

@article{bb123298,
        AUTHOR = "Luo, T. and Hou, C. and Nie, F. and Yi, D.",
        TITLE = "Dimension Reduction for Non-Gaussian Data by Adaptive Discriminative
Analysis",
        JOURNAL = Cyber,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "933-946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119388"}

@article{bb123299,
        AUTHOR = "Najafabadi, A.A.S. and Azar, F.T.",
        TITLE = "Removing redundancy data with preserving the structure and visuality in
a database",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "745-752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119389"}

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