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        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#TT101470"}

@inproceedings{bb105101,
        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#TT101471"}

@inproceedings{bb105102,
        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#TT101472"}

@inproceedings{bb105103,
        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#TT101473"}

@inproceedings{bb105104,
        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#TT101474"}

@inproceedings{bb105105,
        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#TT101475"}

@inproceedings{bb105106,
        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#TT101476"}

@inproceedings{bb105107,
        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#TT101477"}

@inproceedings{bb105108,
        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#TT101478"}

@inproceedings{bb105109,
        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#TT101479"}

@inproceedings{bb105110,
        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#TT101480"}

@inproceedings{bb105111,
        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#TT101481"}

@inproceedings{bb105112,
        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#TT101482"}

@inproceedings{bb105113,
        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#TT101483"}

@inproceedings{bb105114,
        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#TT101484"}

@inproceedings{bb105115,
        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#TT101485"}

@inproceedings{bb105116,
        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#TT101486"}

@inproceedings{bb105117,
        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#TT101487"}

@inproceedings{bb105118,
        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#TT101488"}

@inproceedings{bb105119,
        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#TT101489"}

@inproceedings{bb105120,
        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#TT101490"}

@inproceedings{bb105121,
        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#TT101491"}

@inproceedings{bb105122,
        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#TT101492"}

@inproceedings{bb105123,
        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#TT101493"}

@inproceedings{bb105124,
        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#TT101494"}

@inproceedings{bb105125,
        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#TT101495"}

@inproceedings{bb105126,
        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#TT101496"}

@inproceedings{bb105127,
        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#TT101497"}

@inproceedings{bb105128,
        AUTHOR = "Jia, Y.Q. and Zhang, C.S.",
        TITLE = "Local Regularized Least-Square Dimensionality Reduction",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101498"}

@inproceedings{bb105129,
        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#TT101499"}

@inproceedings{bb105130,
        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#TT101500"}

@inproceedings{bb105131,
        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#TT101501"}

@inproceedings{bb105132,
        AUTHOR = "Ribeiro, B. and Vieira, A. and Carvalho das Neves, J.",
        TITLE = "Supervised Isomap with Dissimilarity Measures in Embedding Learning",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "389-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101502"}

@inproceedings{bb105133,
        AUTHOR = "Goh, A. and Vidal, R.",
        TITLE = "Clustering and dimensionality reduction on Riemannian manifolds",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101503"}

@inproceedings{bb105134,
        AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
        TITLE = "Parametric dimensionality reduction by unsupervised regression",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "1895-1902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101504"}

@inproceedings{bb105135,
        AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
        TITLE = "Dimensionality reduction by unsupervised regression",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101505"}

@inproceedings{bb105136,
        AUTHOR = "Shen, C.H. and Li, H.D. and Brooks, M.J.",
        TITLE = "A Convex Programming Approach to the Trace Quotient Problem",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "II: 227-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101506"}

@inproceedings{bb105137,
        AUTHOR = "Li, J. and Hao, P.W.",
        TITLE = "Reliable Representation of Data on Manifolds",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101507"}

@inproceedings{bb105138,
        AUTHOR = "Li, J. and Hao, P.W.",
        TITLE = "Hierarchical Structuring of Data on Manifolds",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101508"}

@inproceedings{bb105139,
        AUTHOR = "Chen, J.H. and Ye, J.P. and Li, Q.",
        TITLE = "Integrating Global and Local Structures:
A Least Squares Framework for Dimensionality Reduction",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101509"}

@inproceedings{bb105140,
        AUTHOR = "Yang, Z.R. and Laaksonen, J.T.",
        TITLE = "Regularized Neighborhood Component Analysis",
        BOOKTITLE = SCIA07,
        YEAR = "2007",
        PAGES = "253-262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101510"}

@inproceedings{bb105141,
        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#TT101511"}

@inproceedings{bb105142,
        AUTHOR = "Song, F.X. and Zhang, D. and Chen, Q.L. and Yang, J.Y.",
        TITLE = "A Novel Supervised Dimensionality Reduction Algorithm for Online Image
Recognition",
        BOOKTITLE = PSIVT06,
        YEAR = "2006",
        PAGES = "198-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101512"}

@inproceedings{bb105143,
        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#TT101513"}

@inproceedings{bb105144,
        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#TT101514"}

@inproceedings{bb105145,
        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#TT101515"}

@inproceedings{bb105146,
        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#TT101516"}

@inproceedings{bb105147,
        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#TT101516"}

@inproceedings{bb105148,
        AUTHOR = "Andersson, F. and Nilsson, J.",
        TITLE = "Nonlinear Dimensionality Reduction Using Circuit Models",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
        PAGES = "950-959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101517"}

@inproceedings{bb105149,
        AUTHOR = "Trujillo, M. and Sadki, M.",
        TITLE = "Correspondence analysis applied to textural features recognition",
        BOOKTITLE = Southwest04,
        YEAR = "2004",
        PAGES = "119-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101518"}

@inproceedings{bb105150,
        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#TT101519"}

@inproceedings{bb105151,
        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#TT101520"}

@inproceedings{bb105152,
        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#TT101521"}

@inproceedings{bb105153,
        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#TT101522"}

@inproceedings{bb105154,
        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#TT101523"}

@inproceedings{bb105155,
        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,
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        PAGES = "B:529-532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT101524"}

@inproceedings{bb105156,
        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#TT101525"}

@article{bb105157,
        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#TT101526"}

@article{bb105158,
        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#TT101527"}

@article{bb105159,
        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#TT101528"}

@inproceedings{bb105160,
        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#TT101529"}

@article{bb105161,
        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#TT101530"}

@article{bb105162,
        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#TT101531"}

@article{bb105163,
        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#TT101532"}

@article{bb105164,
        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#TT101533"}

@article{bb105165,
        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#TT101534"}

@inproceedings{bb105166,
        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#TT101535"}

@article{bb105167,
        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#TT101536"}

@article{bb105168,
        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#TT101537"}

@article{bb105169,
        AUTHOR = "Shiga, M. and Mamitsuka, H.",
        TITLE = "Efficient semi-supervised learning on locally informative multiple
graphs",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1035-1049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101538"}

@article{bb105170,
        AUTHOR = "Yan, Y. and Shen, C.H. and Wang, H.Z.",
        TITLE = "Efficient Semidefinite Spectral Clustering via Lagrange Duality",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3522-3534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101539"}

@article{bb105171,
        AUTHOR = "Cao, J.Z. and Chen, P. and Dai, Q.Y. and Ling, W.K.",
        TITLE = "Local information-based fast approximate spectral clustering",
        JOURNAL = PRL,
        VOLUME = "38",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101540"}

@article{bb105172,
        AUTHOR = "Lu, H.T. and Fu, Z.Y. and Shu, X.",
        TITLE = "Non-negative and sparse spectral clustering",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "418-426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101541"}

@article{bb105173,
        AUTHOR = "David, G. and Averbuch, A.",
        TITLE = "SpectralCAT:
Categorical spectral clustering of numerical and nominal data",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "1",
        PAGES = "416-433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101542"}

@article{bb105174,
        AUTHOR = "Xue, Z.H. and Li, J. and Cheng, L. and Du, P.J.",
        TITLE = "Spectral-Spatial Classification of Hyperspectral Data via
Morphological Component Analysis-Based Image Separation",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "70-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101543"}

@article{bb105175,
        AUTHOR = "Xu, X. and Li, J. and Li, S.T. and Plaza, A.",
        TITLE = "Subpixel Component Analysis for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5564-5579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101544"}

@article{bb105176,
        AUTHOR = "Shang, F.H. and Jiao, L.C. and Shi, J.R. and Wang, F. and Gong, M.",
        TITLE = "Fast affinity propagation clustering: A multilevel approach",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "1",
        PAGES = "474-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101545"}

@article{bb105177,
        AUTHOR = "Tasdemir, K. and Yalcin, B. and Yildirim, I.",
        TITLE = "Approximate spectral clustering with utilized similarity information
using geodesic based hybrid distance measures",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "4",
        PAGES = "1465-1477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101546"}

@inproceedings{bb105178,
        AUTHOR = "Tasdemir, K. and Moazzen, Y. and Yildirim, I.",
        TITLE = "Geodesic Based Similarities for Approximate Spectral Clustering",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1360-1364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101547"}

@article{bb105179,
        AUTHOR = "Wang, H. and Yuan, J.",
        TITLE = "Collaborative Multifeature Fusion for Transductive Spectral Learning",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "465-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101548"}

@article{bb105180,
        AUTHOR = "Arzeno, N.M. and Vikalo, H.",
        TITLE = "Semi-Supervised Affinity Propagation with Soft Instance-Level
Constraints",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1041-1052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101549"}

@article{bb105181,
        AUTHOR = "Yang, Y. and Ma, Z. and Yang, Y. and Nie, F. and Shen, H.T.",
        TITLE = "Multitask Spectral Clustering by Exploring Intertask Correlation",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1069-1080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101550"}

@article{bb105182,
        AUTHOR = "Cai, D. and Chen, X.",
        TITLE = "Large Scale Spectral Clustering Via Landmark-Based Sparse
Representation",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1669-1680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101551"}

@article{bb105183,
        AUTHOR = "Rahmani, M. and Akbarizadeh, G.",
        TITLE = "Unsupervised feature learning based on sparse coding and spectral
clustering for segmentation of synthetic aperture radar images",
        JOURNAL = IET-CV,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "629-638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101552"}

@article{bb105184,
        AUTHOR = "Eynard, D. and Kovnatsky, A. and Bronstein, M.M. and Glashoff, K. and Bronstein, A.M.",
        TITLE = "Multimodal Manifold Analysis by Simultaneous Diagonalization of
Laplacians",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2505-2517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101553"}

@article{bb105185,
        AUTHOR = "Beauchemin, M.",
        TITLE = "On affinity matrix normalization for graph cuts and spectral
clustering",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "90-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101554"}

@article{bb105186,
        AUTHOR = "Alvarez Meza, A.M. and Castro Ospina, A.E. and Castellanos Dominguez, G.",
        TITLE = "Automatic graph pruning based on kernel alignment for spectral
clustering",
        JOURNAL = PRL,
        VOLUME = "70",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "8-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101555"}

@article{bb105187,
        AUTHOR = "Shang, R.H. and Zhang, Z. and Jiao, L.C. and Wang, W.B. and Yang, S.Y.",
        TITLE = "Global discriminative-based nonnegative spectral clustering",
        JOURNAL = PR,
        VOLUME = "55",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "172-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101556"}

@article{bb105188,
        AUTHOR = "Lu, C. and Yan, S. and Lin, Z.",
        TITLE = "Convex Sparse Spectral Clustering: Single-View to Multi-View",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2833-2843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101557"}

@article{bb105189,
        AUTHOR = "Wei, L. and Wang, X.F. and Yin, J. and Wu, A.",
        TITLE = "Spectral clustering steered low-rank representation for subspace
segmentation",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "386-395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101558"}

@article{bb105190,
        AUTHOR = "Gilboa, G. and Moeller, M. and Burger, M.",
        TITLE = "Nonlinear Spectral Analysis via One-Homogeneous Functionals:
Overview and Future Prospects",
        JOURNAL = JMIV,
        VOLUME = "56",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "October",
        PAGES = "300-319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101559"}

@article{bb105191,
        AUTHOR = "Burger, M. and Gilboa, G. and Moeller, M. and Eckardt, L. and Cremers, D.",
        TITLE = "Spectral Decompositions Using One-Homogeneous Functionals",
        JOURNAL = SIIMS,
        VOLUME = "9",
        YEAR = "2016",
        NUMBER = "3",
        PAGES = "1374-1408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101560"}

@inproceedings{bb105192,
        AUTHOR = "Burger, M. and Eckardt, L. and Gilboa, G. and Moeller, M.",
        TITLE = "Spectral Representations of One-Homogeneous Functionals",
        BOOKTITLE = SSVM15,
        YEAR = "2015",
        PAGES = "16-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101561"}

@article{bb105193,
        AUTHOR = "Li, Q. and Ren, Y. and Li, L. and Liu, W.Q.",
        TITLE = "Fuzzy based affinity learning for spectral clustering",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "531-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101562"}

@article{bb105194,
        AUTHOR = "Li, Q. and Liu, W.Q. and Li, L.",
        TITLE = "Affinity learning via a diffusion process for subspace clustering",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101563"}

@article{bb105195,
        AUTHOR = "Wang, H.X. and Kawahara, Y. and Weng, C.Q. and Yuan, J.S.",
        TITLE = "Representative Selection with Structured Sparsity",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "268-278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101564"}

@inproceedings{bb105196,
        AUTHOR = "Wang, H.X. and Weng, C.Q. and Yuan, J.S.",
        TITLE = "Multi-feature Spectral Clustering with Minimax Optimization",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "4106-4113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101565"}

@article{bb105197,
        AUTHOR = "Langone, R. and van Barel, M. and Suykens, J.A.K.",
        TITLE = "Efficient evolutionary spectral clustering",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "78-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101566"}

@article{bb105198,
        AUTHOR = "Li, P. and Ji, H.F. and Wang, B.L. and Huang, Z.Y. and Li, H.Q.",
        TITLE = "Adjustable preference affinity propagation clustering",
        JOURNAL = PRL,
        VOLUME = "85",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "72-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101567"}

@article{bb105199,
        AUTHOR = "Chen, J. and Li, Z. and Huang, B.",
        TITLE = "Linear Spectral Clustering Superpixel",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3317-3330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT101568"}

Last update:May 2, 2021 at 12:04:43