@inproceedings{bb131200,
        AUTHOR = "Hung, T.Y. and Lu, J.W. and Tan, Y.P. and Gao, S.H.",
        TITLE = "Efficient Sparsity Estimation via Marginal-Lasso Coding",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "IV: 578-592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT127226"}

@inproceedings{bb131201,
        AUTHOR = "Zini, L. and Odone, F.",
        TITLE = "Efficient pedestrian detection with group lasso",
        BOOKTITLE = VS11,
        YEAR = "2011",
        PAGES = "1777-1784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT127227"}

@inproceedings{bb131202,
        AUTHOR = "Vogt, J.E. and Roth, V.",
        TITLE = "The Group-Lasso: L1,inf Regularization versus L1,2 Regularization",
        BOOKTITLE = DAGM10,
        YEAR = "2010",
        PAGES = "252-261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT127228"}

@inproceedings{bb131203,
        AUTHOR = "Wang, J. and Su, G.D. and Chen, J.S. and Moon, Y.S.",
        TITLE = "CPGL: A classification method combining PCA and the Group Lasso method",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "4529-4532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT127229"}

@article{bb131204,
        AUTHOR = "Roweis, S.T. and Saul, L.K.",
        TITLE = "Nonlinear Dimensionality Reduction by Locally Linear Embedding",
        JOURNAL = Science,
        VOLUME = "290",
        YEAR = "2000",
        NUMBER = "5500",
        MONTH = "December",
        PAGES = "2323-2326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127230"}

@article{bb131205,
        AUTHOR = "Kouropteva, O. and Okun, O. and Pietikainen, M.",
        TITLE = "Incremental locally linear embedding",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1764-1767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127231"}

@inproceedings{bb131206,
        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/pattern602lle4.html#TT127232"}

@inproceedings{bb131207,
        AUTHOR = "Hadid, A. and Kouropteva, O. and Pietikanen, M.",
        TITLE = "Unsupervised Learning Using Locally Linear Embedding:
Experiments with Face Pose Analysis",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "I: 111-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127233"}

@article{bb131208,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Robust locally linear embedding",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1053-1065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127234"}

@article{bb131209,
        AUTHOR = "Pan, Y.Z. and Ge, S.Z.S. and Al Mamun, A.",
        TITLE = "Weighted locally linear embedding for dimension reduction",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "798-811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127235"}

@article{bb131210,
        AUTHOR = "Zhang, T. and Huang, K. and Li, X. and Yang, J. and Tao, D.",
        TITLE = "Discriminative Orthogonal Neighborhood-Preserving Projections for
Classification",
        JOURNAL = SMC-B,
        VOLUME = "40",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "253-263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127236"}

@article{bb131211,
        AUTHOR = "Ge, S.Z.S. and Guan, F. and Pan, Y.Z. and Loh, A.P.",
        TITLE = "Neighborhood linear embedding for intrinsic structure discovery",
        JOURNAL = MVA,
        VOLUME = "21",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127237"}

@article{bb131212,
        AUTHOR = "Hou, C.P. and Zhang, C.S. and Wu, Y. and Jiao, Y.Y.",
        TITLE = "Stable local dimensionality reduction approaches",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2054-2066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127238"}

@article{bb131213,
        AUTHOR = "Lewandowski, M. and Makris, D. and Nebel, J.C.",
        TITLE = "Automatic configuration of spectral dimensionality reduction methods",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1720-1727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127239"}

@article{bb131214,
        AUTHOR = "Wang, J. and Zhang, Z.Y.",
        TITLE = "Nonlinear embedding preserving multiple local-linearities",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1257-1268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127240"}

@article{bb131215,
        AUTHOR = "Jain, N. and Verma, S. and Kumar, M.",
        TITLE = "Low cost localization using Nyström extended locally linear embedding",
        JOURNAL = PRL,
        VOLUME = "110",
        YEAR = "2018",
        PAGES = "30-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127241"}

@article{bb131216,
        AUTHOR = "Alipanahi, B. and Ghodsi, A.",
        TITLE = "Guided Locally Linear Embedding",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "1029-1035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127242"}

@article{bb131217,
        AUTHOR = "Wang, R.P. and Shan, S.G. and Chen, X.L. and Chen, J. and Gao, W.",
        TITLE = "Maximal Linear Embedding for Dimensionality Reduction",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1776-1792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127243"}

@article{bb131218,
        AUTHOR = "Venkateswara, H. and Chakraborty, S. and Panchanathan, S.",
        TITLE = "Deep-Learning Systems for Domain Adaptation in Computer Vision:
Learning Transferable Feature Representations",
        JOURNAL = SPMag,
        VOLUME = "34",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "117-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127244"}

@inproceedings{bb131219,
        AUTHOR = "Venkateswara, H. and Chakraborty, S. and Panchanathan, S.",
        TITLE = "Nonlinear Embedding Transform for Unsupervised Domain Adaptation",
        BOOKTITLE = TASKCV16,
        YEAR = "2016",
        PAGES = "III: 451-457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127245"}

@article{bb131220,
        AUTHOR = "Sun, W.W. and Yang, G. and Du, B. and Zhang, L.F. and Zhang, L.P.",
        TITLE = "A Sparse and Low-Rank Near-Isometric Linear Embedding Method for
Feature Extraction in Hyperspectral Imagery Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4032-4046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127246"}

@article{bb131221,
        AUTHOR = "Jorge, J. and Paredes, R.",
        TITLE = "Passive-Aggressive online learning with nonlinear embeddings",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "162-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127247"}

@article{bb131222,
        AUTHOR = "Zhang, Y. and Zhang, Z. and Qin, J. and Zhang, L. and Li, B. and Li, F.Z.",
        TITLE = "Semi-supervised local multi-manifold Isomap by linear embedding for
feature extraction",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "662-678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127248"}

@article{bb131223,
        AUTHOR = "Zhu, R.F. and Dornaika, F. and Ruichek, Y.",
        TITLE = "Joint graph based embedding and feature weighting for image
classification",
        JOURNAL = PR,
        VOLUME = "93",
        YEAR = "2019",
        PAGES = "458-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127249"}

@inproceedings{bb131224,
        AUTHOR = "Zhu, R.F. and Dornaika, F. and Ruichek, Y.",
        TITLE = "Flexible and Discriminative Non-linear Embedding with Feature
Selection for Image Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3192-3197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127250"}

@article{bb131225,
        AUTHOR = "Ornek, C. and Vural, E.",
        TITLE = "Nonlinear supervised dimensionality reduction via smooth regular
embeddings",
        JOURNAL = PR,
        VOLUME = "87",
        YEAR = "2019",
        PAGES = "55-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127251"}

@article{bb131226,
        AUTHOR = "Wang, J. and Wong, R.K.W. and Lee, T.C.M.",
        TITLE = "Locally linear embedding with additive noise",
        JOURNAL = PRL,
        VOLUME = "123",
        YEAR = "2019",
        PAGES = "47-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127252"}

@article{bb131227,
        AUTHOR = "Niu, G. and Ma, Z.M.",
        TITLE = "Tensor local linear embedding with global subspace projection
optimisation",
        JOURNAL = IET-CV,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "241-254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127253"}

@article{bb131228,
        AUTHOR = "Miao, J.Y. and Yang, T.J. and Sun, L.J. and Fei, X. and Niu, L.F. and Shi, Y.",
        TITLE = "Graph regularized locally linear embedding for unsupervised feature
selection",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127254"}

@article{bb131229,
        AUTHOR = "Xue, J.Q. and Zhang, B. and Qiang, Q.Y.",
        TITLE = "Local Linear Embedding with Adaptive Neighbors",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127255"}

@inproceedings{bb131230,
        AUTHOR = "Huang, Y. and Wang, W. and Wang, L. and Tan, T.N.",
        TITLE = "A General Nonlinear Embedding Framework Based on Deep Neural Network",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "732-737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127256"}

@inproceedings{bb131231,
        AUTHOR = "Hwang, Y. and Han, B.H. and Ahn, H.K.",
        TITLE = "A fast nearest neighbor search algorithm by nonlinear embedding",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3053-3060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127257"}

@inproceedings{bb131232,
        AUTHOR = "Liu, R.J. and Wang, Y.H. and Baba, T. and Masumoto, D.",
        TITLE = "Semi-supervised learning by locally linear embedding in kernel space",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127258"}

@inproceedings{bb131233,
        AUTHOR = "Marinai, S. and Marino, E. and Soda, G.",
        TITLE = "Nonlinear Embedded Map Projection for Dimensionality Reduction",
        BOOKTITLE = CIAP09,
        YEAR = "2009",
        PAGES = "219-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127259"}

@inproceedings{bb131234,
        AUTHOR = "Marinai, S. and Marino, E. and Soda, G.",
        TITLE = "Embedded Map Projection for Dimensionality Reduction-Based Similarity
Search",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "582-591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127260"}

@inproceedings{bb131235,
        AUTHOR = "Hui, K.H. and Wang, C.H.",
        TITLE = "Clustering-based locally linear embedding",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT127261"}

@book{bb131236,
        TITLE = "Discriminant Function Analysis",
        PUBLISHER = "StatSoft",
        YEAR = "2003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127262"}

@article{bb131237,
        AUTHOR = "Larsen, L.E. and Walter, D.O. and McNew, J.J. and Adey, W.R.",
        TITLE = "On the problem of bias in error rate estimation for discriminant
analysis",
        JOURNAL = PR,
        VOLUME = "3",
        YEAR = "1971",
        NUMBER = "3",
        MONTH = "October",
        PAGES = "217-223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127263"}

@article{bb131238,
        AUTHOR = "Chhikara, R.S. and Odell, P.L.",
        TITLE = "Discriminant analysis using certain normed exponential densities with
emphasis on remote sensing application",
        JOURNAL = PR,
        VOLUME = "5",
        YEAR = "1973",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "259-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127264"}

@article{bb131239,
        AUTHOR = "Foley, D.H. and Sammon, J.W.",
        TITLE = "An optimal set of discriminant vectors",
        JOURNAL = TC,
        VOLUME = "24",
        YEAR = "1975",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "281-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127265"}

@article{bb131240,
        AUTHOR = "McLachlan, G.J.",
        TITLE = "Further results on the effect of intraclass correlation among training
samples in discriminant analysis",
        JOURNAL = PR,
        VOLUME = "8",
        YEAR = "1976",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "273-275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127266"}

@book{bb131241,
        AUTHOR = "McLachlan, G.J.",
        TITLE = "Discriminant Analysis and Statistical Pattern Recognition",
        PUBLISHER = "Wiley",
        YEAR = "1992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127267"}

@article{bb131242,
        AUTHOR = "Pudil, P. and Blaha, S.",
        TITLE = "Evaluation of the effectiveness of features selected by discriminant
analysis methods",
        JOURNAL = PR,
        VOLUME = "14",
        YEAR = "1981",
        NUMBER = "1-6",
        PAGES = "81-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127268"}

@inproceedings{bb131243,
        AUTHOR = "Somol, P. and Grim, J. and Filip, J. and Pudil, P.",
        TITLE = "On Stopping Rules in Dependency-Aware Feature Ranking",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:286-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127269"}

@article{bb131244,
        AUTHOR = "Lawoko, C.R.O. and McLachlan, G.J.",
        TITLE = "Some asymptotic results on the effect of autocorrelation on the error
rates of the sample linear discriminant function",
        JOURNAL = PR,
        VOLUME = "16",
        YEAR = "1983",
        NUMBER = "1",
        PAGES = "119-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127270"}

@article{bb131245,
        AUTHOR = "Bobrowski, L. and Niemiro, W.",
        TITLE = "A method of synthesis of linear discriminant function in the case of
nonseparability",
        JOURNAL = PR,
        VOLUME = "17",
        YEAR = "1984",
        NUMBER = "2",
        PAGES = "205-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127271"}

@article{bb131246,
        AUTHOR = "Okada, T. and Tomita, S.",
        TITLE = "An optimal orthonormal system for discriminant analysis",
        JOURNAL = PR,
        VOLUME = "18",
        YEAR = "1985",
        NUMBER = "2",
        PAGES = "139-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127272"}

@article{bb131247,
        AUTHOR = "Tutz, G.E.",
        TITLE = "Smoothed additive estimators for non-error rates in multiple
discriminant analysis",
        JOURNAL = PR,
        VOLUME = "18",
        YEAR = "1985",
        NUMBER = "2",
        PAGES = "151-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127273"}

@article{bb131248,
        AUTHOR = "Krishnan, T. and Nandy, S.C.",
        TITLE = "Discriminant analysis with a stochastic supervisor",
        JOURNAL = PR,
        VOLUME = "20",
        YEAR = "1987",
        NUMBER = "4",
        PAGES = "379-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127274"}

@article{bb131249,
        AUTHOR = "Krishnan, T. and Nandy, S.C.",
        TITLE = "Efficiency of logistic-normal stochastic supervision",
        JOURNAL = PR,
        VOLUME = "23",
        YEAR = "1990",
        NUMBER = "11",
        PAGES = "1275-1279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127275"}

@article{bb131250,
        AUTHOR = "Katre, U.A. and Krishnan, T.",
        TITLE = "Pattern recognition with an imperfect supervisor",
        JOURNAL = PR,
        VOLUME = "22",
        YEAR = "1989",
        NUMBER = "4",
        PAGES = "423-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127276"}

@article{bb131251,
        AUTHOR = "Titterington, D.M.",
        TITLE = "An alternative stochastic supervisor in discriminant analysis",
        JOURNAL = PR,
        VOLUME = "22",
        YEAR = "1989",
        NUMBER = "1",
        PAGES = "91-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127277"}

@article{bb131252,
        AUTHOR = "Krusinska, E.",
        TITLE = "Two step semi-optimal branch and bound algorithm for feature selection
in mixed variable discrimination",
        JOURNAL = PR,
        VOLUME = "22",
        YEAR = "1989",
        NUMBER = "4",
        PAGES = "455-459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127278"}

@article{bb131253,
        AUTHOR = "Wyman, F.J. and Young, D.M. and Turner, D.W.",
        TITLE = "A comparison of asymptotic error rate expansions for the sample linear
discriminant function",
        JOURNAL = PR,
        VOLUME = "23",
        YEAR = "1990",
        NUMBER = "7",
        PAGES = "775-783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127279"}

@article{bb131254,
        AUTHOR = "Flasinski, M. and Lewicki, G.",
        TITLE = "The convergent method of constructing polynomial discriminant functions
for pattern recognition",
        JOURNAL = PR,
        VOLUME = "24",
        YEAR = "1991",
        NUMBER = "10",
        PAGES = "1009-1015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127280"}

@article{bb131255,
        AUTHOR = "Cox, T.F. and Ferry, G.",
        TITLE = "Discriminant analysis using non-metric multidimensional scaling",
        JOURNAL = PR,
        VOLUME = "26",
        YEAR = "1993",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "145-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127281"}

@article{bb131256,
        AUTHOR = "Brasher, J.D. and Kinser, J.M.",
        TITLE = "Fractional-power synthetic discriminant functions",
        JOURNAL = PR,
        VOLUME = "27",
        YEAR = "1994",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "577-585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127282"}

@article{bb131257,
        AUTHOR = "Lovell, D.R. and Dance, C.R. and Niranjan, M. and Prager, R.W. and Dalton, K.J. and Derom, R.",
        TITLE = "Feature-Selection Using Expected Attainable Discrimination",
        JOURNAL = PRL,
        VOLUME = "19",
        YEAR = "1998",
        NUMBER = "5-6",
        MONTH = "April",
        PAGES = "393-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127283"}

@article{bb131258,
        AUTHOR = "Saito, N. and Coifman, R.R. and Geshwind, F.B. and Warner, F.",
        TITLE = "Discriminant feature extraction using empirical probability density
estimation and a local basis library",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2841-2852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127284"}

@article{bb131259,
        AUTHOR = "Jing, X.Y. and Zhang, D. and Jin, Z.",
        TITLE = "Improvements on the Uncorrelated Optimal Discriminant Vectors",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1921-1923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127285"}

@article{bb131260,
        AUTHOR = "Xu, Y. and Yang, J.Y. and Jin, Z.",
        TITLE = "Theory analysis on FSLDA and ULDA",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3031-3033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127286"}

@article{bb131261,
        AUTHOR = "Jing, X.Y. and Zhang, D. and Jin, Z.",
        TITLE = "UODV: Improved Algorithm and Generalized Theory",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2593-2602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127287"}

@article{bb131262,
        AUTHOR = "Ma, J.S. and Theiler, J. and Perkins, S.",
        TITLE = "Two realizations of a general feature extraction framework",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "875-887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127288"}

@article{bb131263,
        AUTHOR = "Chen, S.C. and Yang, X.B.",
        TITLE = "Alternative linear discriminant classifier",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1545-1547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127289"}

@article{bb131264,
        AUTHOR = "Park, C.H. and Park, H.S.",
        TITLE = "A comparison of generalized linear discriminant analysis algorithms",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1083-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127290"}

@article{bb131265,
        AUTHOR = "Ye, J.P. and Janardan, R. and Park, C.H. and Park, H.S.",
        TITLE = "An Optimization Criterion for Generalized Discriminant Analysis on
Undersampled Problems",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "982-994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127291"}

@article{bb131266,
        AUTHOR = "Howland, P. and Park, H.S.",
        TITLE = "Generalizing Discriminant Analysis Using the Generalized Singular Value
Decomposition",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "995-1006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127292"}

@article{bb131267,
        AUTHOR = "Howland, P. and Wang, J.L. and Park, H.S.",
        TITLE = "Solving the small sample size problem in face recognition using
generalized discriminant analysis",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "277-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127293"}

@article{bb131268,
        AUTHOR = "Kim, H. and Drake, B.L. and Park, H.S.",
        TITLE = "Multiclass classifiers based on dimension reduction with generalized
LDA",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2939-2945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127294"}

@inproceedings{bb131269,
        AUTHOR = "Li, Q. and Kambhamettu, C. and Ye, J.P.",
        TITLE = "Integrating Spatial and Discriminant Strength for Feature Selection and
Linear Dimensionality Reduction",
        BOOKTITLE = BP06,
        YEAR = "2006",
        PAGES = "21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127295"}

@article{bb131270,
        AUTHOR = "Liang, Z.Z. and Shi, P.F.",
        TITLE = "Uncorrelated discriminant vectors using a kernel method",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "307-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127296"}

@article{bb131271,
        AUTHOR = "Liang, Z.Z. and Shi, P.F.",
        TITLE = "Kernel direct discriminant analysis and its theoretical foundation",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "445-447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127297"}

@article{bb131272,
        AUTHOR = "Liang, Z.Z. and Li, Y.F. and Shi, P.F.",
        TITLE = "A note on two-dimensional linear discriminant analysis",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2122-2128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127298"}

@article{bb131273,
        AUTHOR = "Hua, J.P. and Xiong, Z.X. and Dougherty, E.R.",
        TITLE = "Determination of the optimal number of features for quadratic
discriminant analysis via the normal approximation to the discriminant
distribution",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "403-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127299"}

@article{bb131274,
        AUTHOR = "Dougherty, E.R. and Hua, J.P. and Xiong, Z.X. and Chen, Y.D.",
        TITLE = "Optimal robust classifiers",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1520-1532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127300"}

@article{bb131275,
        AUTHOR = "Halbe, Z. and Aladjem, M.",
        TITLE = "Model-Based Mixture Discriminant Analysis: An Experimental Study",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "437-440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127301"}

@article{bb131276,
        AUTHOR = "Weng, S.F. and Zhang, C.S. and Lin, Z.",
        TITLE = "Exploring the structure of supervised data by Discriminant Isometric
Mapping",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "599-601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127302"}

@article{bb131277,
        AUTHOR = "Demir, G.K. and Ozmehmet, K.",
        TITLE = "Online local learning algorithms for linear discriminant analysis",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "421-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127303"}

@article{bb131278,
        AUTHOR = "Zheng, W.M.",
        TITLE = "A note on kernel uncorrelated discriminant analysis",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2185-2187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127304"}

@article{bb131279,
        AUTHOR = "Pang, S.N. and Ozawa, S. and Kasabov, N.",
        TITLE = "Incremental linear discriminant analysis for classification of data
streams",
        JOURNAL = SMC-B,
        VOLUME = "35",
        YEAR = "2005",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "905-914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127305"}

@article{bb131280,
        AUTHOR = "Zhao, Q.J. and Lu, H.T. and Zhang, D.",
        TITLE = "A fast evolutionary pursuit algorithm based on linearly combining
vectors",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "310-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127306"}

@article{bb131281,
        AUTHOR = "Xu, Y. and Zhang, D. and Jin, Z. and Li, M. and Yang, J.Y.",
        TITLE = "A fast kernel-based nonlinear discriminant analysis for multi-class
problems",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1026-1033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127307"}

@article{bb131282,
        AUTHOR = "Zhu, M.L. and Martinez, A.M.",
        TITLE = "Subclass Discriminant Analysis",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1274-1286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127308"}

@inproceedings{bb131283,
        AUTHOR = "Zhu, M.L. and Martinez, A.M.",
        TITLE = "Optimal Subclass Discovery for Discriminant Analysis",
        BOOKTITLE = LCV04,
        YEAR = "2004",
        PAGES = "97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127309"}

@article{bb131284,
        AUTHOR = "Hamsici, O.C. and Martinez, A.M.",
        TITLE = "Bayes Optimality in Linear Discriminant Analysis",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "647-657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127310"}

@inproceedings{bb131285,
        AUTHOR = "Hamsici, O.C. and Martinez, A.M.",
        TITLE = "Sparse Kernels for Bayes Optimal Discriminant Analysis",
        BOOKTITLE = ComponentAnalysis07,
        YEAR = "2007",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127311"}

@article{bb131286,
        AUTHOR = "Martinez, A.M. and Hamsici, O.C.",
        TITLE = "Who is LB1? Discriminant analysis for the classification of specimens",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3436-3441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127312"}

@article{bb131287,
        AUTHOR = "You, D. and Hamsici, O.C. and Martinez, A.M.",
        TITLE = "Kernel Optimization in Discriminant Analysis",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "631-638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127313"}

@inproceedings{bb131288,
        AUTHOR = "You, D. and Martinez, A.M.",
        TITLE = "Bayes optimal kernel discriminant analysis",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3533-3538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127314"}

@article{bb131289,
        AUTHOR = "Wu, X.H. and Zhou, J.J.",
        TITLE = "Fuzzy discriminant analysis with kernel methods",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2236-2239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127315"}

@article{bb131290,
        AUTHOR = "Guo, Y.F. and Wu, L.D. and Lu, H. and Feng, Z. and Xue, X.Y.",
        TITLE = "Null Foley-Sammon transform",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2248-2251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127316"}

@article{bb131291,
        AUTHOR = "Dai, G. and Yeung, D.Y. and Qian, Y.T.",
        TITLE = "Face recognition using a kernel fractional-step discriminant analysis
algorithm",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "229-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127317"}

@inproceedings{bb131292,
        AUTHOR = "Dai, G. and Qian, Y.T. and Jia, S.",
        TITLE = "A kernel fractional-step nonlinear discriminant analysis for pattern
recognition",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 431-434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127318"}

@inproceedings{bb131293,
        AUTHOR = "Dai, G. and Qian, Y.T.",
        TITLE = "Kernel generalized nonlinear discriminant analysis algorithm for
pattern recognition",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "IV: 2697-2700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127319"}

@inproceedings{bb131294,
        AUTHOR = "Zhang, Y. and Yeung, D.Y.",
        TITLE = "Semi-Supervised Discriminant Analysis using robust path-based
similarity",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127320"}

@article{bb131295,
        AUTHOR = "Liu, J. and Chen, S.C. and Tan, X.Y.",
        TITLE = "A study on three linear discriminant analysis based methods in small
sample size problem",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "102-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127321"}

@article{bb131296,
        AUTHOR = "Yu, X. and Wang, X. and Liu, B.",
        TITLE = "A Direct Kernel Uncorrelated Discriminant Analysis Algorithm",
        JOURNAL = SPLetters,
        VOLUME = "14",
        YEAR = "2007",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "742-745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127322"}

@article{bb131297,
        AUTHOR = "Halbe, Z. and Aladjem, M.",
        TITLE = "Regularized mixture discriminant analysis",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2104-2115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127323"}

@article{bb131298,
        AUTHOR = "Guo, P. and Jia, Y.D. and Lyu, M.R.",
        TITLE = "A study of regularized Gaussian classifier in high-dimension small
sample set case based on MDL principle with application to spectrum
recognition",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2842-2854",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127324"}

@article{bb131299,
        AUTHOR = "Zhang, W.Q. and Liu, J.",
        TITLE = "An Equalized Heteroscedastic Linear Discriminant Analysis Algorithm",
        JOURNAL = SPLetters,
        VOLUME = "15",
        YEAR = "2008",
        NUMBER = "1",
        PAGES = "585-588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT127325"}