@inproceedings{bb105200,
        AUTHOR = "Griparis, A. and Faur, D. and Datcu, M.",
        TITLE = "Evaluation of Dimensionality Reduction Methods for Remote Sensing
Images Using Classification and 3D Visualization",
        BOOKTITLE = ACIVS17,
        YEAR = "2017",
        PAGES = "203-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101568"}

@inproceedings{bb105201,
        AUTHOR = "Mehta, A. and Sekhar, C.C.",
        TITLE = "Kernel Entropy Discriminant Analysis for Dimension Reduction",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "35-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101569"}

@inproceedings{bb105202,
        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/pattern601.html#TT101570"}

@article{bb105203,
        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#TT101571"}

@inproceedings{bb105204,
        AUTHOR = "Yoshiyasu, Y. and Yoshida, E.",
        TITLE = "Nonlinear dimensionality reduction by curvature minimization",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3590-3596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101572"}

@inproceedings{bb105205,
        AUTHOR = "Chung, A.G. and Shafiee, M.J. and Wong, A.",
        TITLE = "Random feature maps via a Layered Random Projection (LARP) framework
for object classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "246-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101573"}

@inproceedings{bb105206,
        AUTHOR = "Rui, L. and Nejati, H. and Cheung, N.M.",
        TITLE = "Dimensionality reduction of brain imaging data using graph signal
processing",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1329-1333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101574"}

@inproceedings{bb105207,
        AUTHOR = "Huang, S. and Tran, T.D.",
        TITLE = "Dimensionality reduction for image classification via mutual
information maximization",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "509-513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101575"}

@inproceedings{bb105208,
        AUTHOR = "Kirishanthy, T. and Ramanan, A.",
        TITLE = "Creating Compact and Discriminative Visual Vocabularies Using Visual
Bits",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101576"}

@inproceedings{bb105209,
        AUTHOR = "Fang, X.Z. and Xu, Y. and Zhang, Z. and Lai, Z.H. and Shen, L.L.",
        TITLE = "Orthogonal self-guided similarity preserving projections",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "344-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101577"}

@inproceedings{bb105210,
        AUTHOR = "Zhang, L. and Peng, P. and Xiang, X.Z. and Zhen, X.T.",
        TITLE = "Dimensionality reduction by supervised locality analysis",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1488-1492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101578"}

@inproceedings{bb105211,
        AUTHOR = "Czolombitko, M. and Stepaniuk, J.",
        TITLE = "Generating Core Based on Discernibility Measure and MapReduce",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "367-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101579"}

@inproceedings{bb105212,
        AUTHOR = "Honko, P.",
        TITLE = "Scalability of Data Decomposition Based Algorithms:
Attribute Reduction Problem",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "387-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101580"}

@inproceedings{bb105213,
        AUTHOR = "Duntsch, I. and Gediga, G.",
        TITLE = "Simplifying Contextual Structures",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "23-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101581"}

@inproceedings{bb105214,
        AUTHOR = "Campadelli, P. and Casiraghi, E. and Ceruti, C.",
        TITLE = "Neighborhood Selection for Dimensionality Reduction",
        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "I:183-191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101582"}

@inproceedings{bb105215,
        AUTHOR = "Banerjee, M. and Islam, S.M.",
        TITLE = "Tackling Curse of Dimensionality for Efficient Content Based Image
Retrieval",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "149-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101583"}

@inproceedings{bb105216,
        AUTHOR = "Wang, S. and Wang, C.",
        TITLE = "Research on dimension reduction method for hyperspectral remote sensing
image based on global mixture coordination factor analysis",
        BOOKTITLE = IWIDF15,
        YEAR = "2015",
        PAGES = "159-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101584"}

@inproceedings{bb105217,
        AUTHOR = "Qiu, Q.A. and Sapiro, G.",
        TITLE = "Learning compressed image classification features",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5761-5765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101585"}

@inproceedings{bb105218,
        AUTHOR = "Zhao, Z. and Feng, G.",
        TITLE = "A Dictionary-Based Algorithm for Dimensionality Reduction and Data
Reconstruction",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1556-1561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101586"}

@inproceedings{bb105219,
        AUTHOR = "Nie, S. and Ji, Q.A.",
        TITLE = "Feature Learning Using Bayesian Linear Regression Model",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1502-1507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101587"}

@inproceedings{bb105220,
        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/pattern601.html#TT101588"}

@inproceedings{bb105221,
        AUTHOR = "Huang, P. and Huang, Y. and Wang, W. and Wang, L.",
        TITLE = "Deep Embedding Network for Clustering",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1532-1537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101589"}

@inproceedings{bb105222,
        AUTHOR = "Wang, W. and Huang, Y. and Wang, Y. and Wang, L.",
        TITLE = "Generalized Autoencoder:
A Neural Network Framework for Dimensionality Reduction",
        BOOKTITLE = DeepLearn14,
        YEAR = "2014",
        PAGES = "496-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101590"}

@inproceedings{bb105223,
        AUTHOR = "Huang, S. and Elgammal, A.M. and Huangfu, L. and Yang, D. and Zhang, X.H.",
        TITLE = "Globality-Locality Preserving Projections for Biometric Data
Dimensionality Reduction",
        BOOKTITLE = Biometrics14,
        YEAR = "2014",
        PAGES = "15-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101591"}

@inproceedings{bb105224,
        AUTHOR = "Zhao, B. and Xing, E.P.",
        TITLE = "Hierarchical Feature Hashing for Fast Dimensionality Reduction",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2051-2058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101592"}

@inproceedings{bb105225,
        AUTHOR = "Floyd, D. and Cloutier, R. and Zigh, T.",
        TITLE = "Nonlinear dimensionality reduction for structural discovery in image
processing",
        BOOKTITLE = AIPR13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101593"}

@inproceedings{bb105226,
        AUTHOR = "Turki, T. and Roshan, U.",
        TITLE = "Weighted Maximum Variance Dimensionality Reduction",
        BOOKTITLE = MCPR14,
        YEAR = "2014",
        PAGES = "11-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101594"}

@inproceedings{bb105227,
        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/pattern601.html#TT101595"}

@inproceedings{bb105228,
        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",
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@inproceedings{bb105229,
        AUTHOR = "Martin, S. and Szymanski, L.",
        TITLE = "Singularity resolution for dimension reduction",
        BOOKTITLE = IVCNZ13,
        YEAR = "2013",
        PAGES = "19-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101597"}

@inproceedings{bb105230,
        AUTHOR = "Su, B. and Ding, X.Q.",
        TITLE = "Linear Sequence Discriminant Analysis:
A Model-Based Dimensionality Reduction Method for Vector Sequences",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "889-896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101598"}

@inproceedings{bb105231,
        AUTHOR = "Zhong, G.Q. and Chherawala, Y. and Cheriet, M.",
        TITLE = "An Empirical Evaluation of Supervised Dimensionality Reduction for
Recognition",
        BOOKTITLE = ICDAR13,
        YEAR = "2013",
        PAGES = "1315-1319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101599"}

@inproceedings{bb105232,
        AUTHOR = "Campadelli, P. and Casiraghi, E.",
        TITLE = "Local Intrinsic Dimensionality Based Features for Clustering",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "I:41-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101600"}

@inproceedings{bb105233,
        AUTHOR = "Bull, G. and Gao, J.B.",
        TITLE = "Transposed Low Rank Representation for Image Classification",
        BOOKTITLE = DICTA12,
        YEAR = "2012",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101601"}

@inproceedings{bb105234,
        AUTHOR = "Hino, H. and Wakayama, K. and Murata, N.",
        TITLE = "Sliced inverse regression with conditional entropy minimization",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1185-1188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101602"}

@inproceedings{bb105235,
        AUTHOR = "Zheng, Y. and Tang, Y.Y. and Fang, B. and Zhang, T.P.",
        TITLE = "Orthogonal Isometric Projection",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "405-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101603"}

@inproceedings{bb105236,
        AUTHOR = "Liu, X. and Liu, R.J. and Li, F. and Cao, Q.",
        TITLE = "Graph-based dimensionality reduction for KNN-based image annotation",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1253-1256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101604"}

@inproceedings{bb105237,
        AUTHOR = "Liao, W.H.",
        TITLE = "Commensurate dimensionality reduction for extended local ternary
patterns",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3013-3016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101605"}

@inproceedings{bb105238,
        AUTHOR = "Zhang, X.Y. and Liu, C.L.",
        TITLE = "Confused Distance Maximization for Large Category Dimensionality
Reduction",
        BOOKTITLE = FHR12,
        YEAR = "2012",
        PAGES = "213-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101606"}

@inproceedings{bb105239,
        AUTHOR = "Xu, B. and Huang, K.Z. and Liu, C.L.",
        TITLE = "Dimensionality Reduction by Minimal Distance Maximization",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "569-572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101607"}

@inproceedings{bb105240,
        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#TT101608"}

@inproceedings{bb105241,
        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#TT101609"}

@inproceedings{bb105242,
        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#TT101610"}

@inproceedings{bb105243,
        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#TT101611"}

@inproceedings{bb105244,
        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#TT101612"}

@inproceedings{bb105245,
        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#TT101613"}

@inproceedings{bb105246,
        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#TT101614"}

@inproceedings{bb105247,
        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#TT101615"}

@inproceedings{bb105248,
        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#TT101616"}

@inproceedings{bb105249,
        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#TT101617"}

@inproceedings{bb105250,
        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#TT101618"}

@inproceedings{bb105251,
        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#TT101619"}

@inproceedings{bb105252,
        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#TT101620"}

@inproceedings{bb105253,
        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#TT101621"}

@inproceedings{bb105254,
        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#TT101622"}

@inproceedings{bb105255,
        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#TT101623"}

@inproceedings{bb105256,
        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#TT101624"}

@inproceedings{bb105257,
        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/pattern601.html#TT101625"}

@inproceedings{bb105258,
        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#TT101626"}

@inproceedings{bb105259,
        AUTHOR = "Jia, Y.Q. and Zhang, C.S.",
        TITLE = "Local Regularized Least-Square Dimensionality Reduction",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
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@inproceedings{bb105260,
        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#TT101628"}

@inproceedings{bb105261,
        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/pattern601.html#TT101629"}

@inproceedings{bb105262,
        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/pattern601.html#TT101630"}

@inproceedings{bb105263,
        AUTHOR = "Ribeiro, B. and Vieira, A. and Carvalho das Neves, J.",
        TITLE = "Supervised Isomap with Dissimilarity Measures in Embedding Learning",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101631"}

@inproceedings{bb105264,
        AUTHOR = "Goh, A. and Vidal, R.",
        TITLE = "Clustering and dimensionality reduction on Riemannian manifolds",
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        YEAR = "2008",
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@inproceedings{bb105265,
        AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
        TITLE = "Parametric dimensionality reduction by unsupervised regression",
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        YEAR = "2010",
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@inproceedings{bb105266,
        AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
        TITLE = "Dimensionality reduction by unsupervised regression",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
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@inproceedings{bb105267,
        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",
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@inproceedings{bb105268,
        AUTHOR = "Li, J. and Hao, P.W.",
        TITLE = "Reliable Representation of Data on Manifolds",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
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@inproceedings{bb105269,
        AUTHOR = "Li, J. and Hao, P.W.",
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@inproceedings{bb105270,
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        TITLE = "Integrating Global and Local Structures:
A Least Squares Framework for Dimensionality Reduction",
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@inproceedings{bb105271,
        AUTHOR = "Yang, Z.R. and Laaksonen, J.T.",
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@inproceedings{bb105272,
        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#TT101640"}

@inproceedings{bb105273,
        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",
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@inproceedings{bb105274,
        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#TT101642"}

@inproceedings{bb105275,
        AUTHOR = "Chen, H.F. and Jiang, G. 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#TT101643"}

@inproceedings{bb105276,
        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#TT101644"}

@inproceedings{bb105277,
        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#TT101645"}

@inproceedings{bb105278,
        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#TT101645"}

@inproceedings{bb105279,
        AUTHOR = "Andersson, F. and Nilsson, J.",
        TITLE = "Nonlinear Dimensionality Reduction Using Circuit Models",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101646"}

@inproceedings{bb105280,
        AUTHOR = "Trujillo, M. and Sadki, M.",
        TITLE = "Correspondence analysis applied to textural features recognition",
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        YEAR = "2004",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101647"}

@inproceedings{bb105281,
        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#TT101648"}

@inproceedings{bb105282,
        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#TT101649"}

@inproceedings{bb105283,
        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#TT101650"}

@inproceedings{bb105284,
        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#TT101651"}

@inproceedings{bb105285,
        AUTHOR = "Dasarathy, B.V. and Sanchez, J.S.",
        TITLE = "Tandem Fusion of Nearest Neighbor Editing and Condensing Algorithms:
Data Dimensionality Effects",
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        PAGES = "Vol II: 692-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101652"}

@inproceedings{bb105286,
        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#TT101653"}

@inproceedings{bb105287,
        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#TT101654"}

@article{bb105288,
        AUTHOR = "Dhillon, I.S. and Guan, Y.Q. and Kulis, B.",
        TITLE = "Weighted Graph Cuts without Eigenvectors A Multilevel Approach",
        JOURNAL = PAMI,
        VOLUME = "29",
        YEAR = "2007",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1944-1957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101655"}

@article{bb105289,
        AUTHOR = "Nagai, A.",
        TITLE = "Inappropriateness of the criterion of k-way normalized cuts for
deciding the number of clusters",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "1981-1986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101656"}

@article{bb105290,
        AUTHOR = "Xiang, T. and Gong, S.G.",
        TITLE = "Spectral clustering with eigenvector selection",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1012-1029",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101657"}

@inproceedings{bb105291,
        AUTHOR = "Xiang, T. and Gong, S.G.",
        TITLE = "Visual Learning Given Sparse Data of Unknown Complexity",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "I: 701-708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101658"}

@article{bb105292,
        AUTHOR = "Alzate, C. and Suykens, J.A.K.",
        TITLE = "Multiway Spectral Clustering with Out-of-Sample Extensions through
Weighted Kernel PCA",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "335-347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101659"}

@article{bb105293,
        AUTHOR = "Ning, H.Z. and Xu, W. and Chi, Y. and Gong, Y.H. and Huang, T.S.",
        TITLE = "Incremental spectral clustering by efficiently updating the
eigen-system",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "113-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101660"}

@article{bb105294,
        AUTHOR = "Chen, W.Y. and Song, Y.Q. and Bai, H.J. and Lin, C.J. and Chang, E.Y.",
        TITLE = "Parallel Spectral Clustering in Distributed Systems",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "568-586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101661"}

@article{bb105295,
        AUTHOR = "Jia, J.H. and Xiao, X. and Liu, B.X. and Jiao, L.C.",
        TITLE = "Bagging-based spectral clustering ensemble selection",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1456-1467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101662"}

@article{bb105296,
        AUTHOR = "Wang, L. and Leckie, C. and Kotagiri, R. and Bezdek, J.",
        TITLE = "Approximate pairwise clustering for large data sets via sampling plus
extension",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "222-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101663"}

@inproceedings{bb105297,
        AUTHOR = "Wang, L. and Leckie, C. and Kotagiri, R.",
        TITLE = "Combining Real and Virtual Graphs to Enhance Data Clustering",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "790-793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101664"}

@article{bb105298,
        AUTHOR = "Kim, J.W. and Choi, S.J.",
        TITLE = "Semidefinite spectral clustering",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2025-2035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101665"}

@article{bb105299,
        AUTHOR = "Shiga, M. and Takigawa, I. and Mamitsuka, H.",
        TITLE = "A spectral approach to clustering numerical vectors as nodes in a
network",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "236-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101666"}

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