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@inproceedings{bb128444,
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@article{bb128451,
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@article{bb128452,
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@article{bb128453,
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@inproceedings{bb128454,
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@article{bb128461,
        AUTHOR = "Kang, W.S. and Choi, J.Y.",
        TITLE = "Domain density description for multiclass pattern classification with
reduced computational load",
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@article{bb128462,
        AUTHOR = "Li, D.F. and Hu, W.C. and Xiong, W. and Yang, J.B.",
        TITLE = "Fuzzy relevance vector machine for learning from unbalanced data and
noise",
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@article{bb128463,
        AUTHOR = "Kumar, M.A. and Gopal, M.",
        TITLE = "Application of smoothing technique on twin support vector machines",
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@article{bb128464,
        AUTHOR = "Kumar, M.A. and Gopal, M.",
        TITLE = "A comparison study on multiple binary-class SVM methods for unilabel
text categorization",
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@article{bb128465,
        AUTHOR = "Yin, J.S. and Hu, D. and Zhou, Z.T.",
        TITLE = "Noisy manifold learning using neighborhood smoothing embedding",
        JOURNAL = PRL,
        VOLUME = "29",
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        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124589"}

@article{bb128466,
        AUTHOR = "Guo, S.M. and Chen, L.C. and Tsai, J.S.H.",
        TITLE = "A boundary method for outlier detection based on support vector domain
description",
        JOURNAL = PR,
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        NUMBER = "1",
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@article{bb128467,
        AUTHOR = "Wang, L. and Xue, P. and Chan, K.L.",
        TITLE = "Two Criteria for Model Selection in Multiclass Support Vector Machines",
        JOURNAL = SMC-B,
        VOLUME = "38",
        YEAR = "2008",
        NUMBER = "6",
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@article{bb128468,
        AUTHOR = "Wu, K.P. and Wang, S.D.",
        TITLE = "Choosing the kernel parameters for support vector machines by the
inter-cluster distance in the feature space",
        JOURNAL = PR,
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        NUMBER = "5",
        MONTH = "May",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124592"}

@article{bb128469,
        AUTHOR = "Zhao, Y.P. and Sun, J.G.",
        TITLE = "Recursive reduced least squares support vector regression",
        JOURNAL = PR,
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@article{bb128470,
        AUTHOR = "Filippi, A.M. and Archibald, R.",
        TITLE = "Support Vector Machine-Based Endmember Extraction",
        JOURNAL = GeoRS,
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        NUMBER = "3",
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@article{bb128471,
        AUTHOR = "Liang, X. and Wang, C.",
        TITLE = "Separating hypersurfaces of SVMs in input spaces",
        JOURNAL = PRL,
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        YEAR = "2009",
        NUMBER = "5",
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@article{bb128472,
        AUTHOR = "Mu, T. and Nandi, A.K.",
        TITLE = "Multiclass Classification Based on Extended Support Vector Data
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        JOURNAL = SMC-B,
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124596"}

@article{bb128473,
        AUTHOR = "Chen, G.Y. and Dudek, G.",
        TITLE = "Auto-correlation wavelet support vector machine",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "8",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124597"}

@inproceedings{bb128474,
        AUTHOR = "Chen, G.Y. and Dudek, G.",
        TITLE = "Auto-Correlation Wavelet Support Vector Machine and Its Applications to
Regression",
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        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124598"}

@article{bb128475,
        AUTHOR = "Chen, J. and Wang, C. and Wang, R.",
        TITLE = "Using Stacked Generalization to Combine SVMs in Magnitude and Shape
Feature Spaces for Classification of Hyperspectral Data",
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        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124599"}

@article{bb128476,
        AUTHOR = "Peleg, D. and Meir, R.",
        TITLE = "A sparsity driven kernel machine based on minimizing a generalization
error bound",
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@article{bb128477,
        AUTHOR = "Tuia, D. and Pacifici, F. and Kanevski, M. and Emery, W.J.",
        TITLE = "Classification of Very High Spatial Resolution Imagery Using
Mathematical Morphology and Support Vector Machines",
        JOURNAL = GeoRS,
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "3866-3879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124601"}

@article{bb128478,
        AUTHOR = "Zhao, W.Z. and Du, S.H. and Wang, Q. and Emery, W.J.",
        TITLE = "Contextually guided very-high-resolution imagery classification with
semantic segments",
        JOURNAL = PandRS,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124602"}

@article{bb128479,
        AUTHOR = "Tuia, D. and Camps Valls, G. and Matasci, G. and Kanevski, M.",
        TITLE = "Learning Relevant Image Features with Multiple-Kernel Classification",
        JOURNAL = GeoRS,
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        NUMBER = "10",
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        PAGES = "3780-3791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124603"}

@article{bb128480,
        AUTHOR = "Volpi, M. and Tuia, D. and Kanevski, M.",
        TITLE = "Memory-Based Cluster Sampling for Remote Sensing Image Classification",
        JOURNAL = GeoRS,
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        NUMBER = "8",
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        PAGES = "3096-3106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124604"}

@article{bb128481,
        AUTHOR = "Matasci, G. and Volpi, M. and Kanevski, M. and Bruzzone, L. and Tuia, D.",
        TITLE = "Semisupervised Transfer Component Analysis for Domain Adaptation in
Remote Sensing Image Classification",
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        NUMBER = "7",
        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124605"}

@article{bb128482,
        AUTHOR = "Huang, X. and Shi, L. and Suykens, J.A.K.",
        TITLE = "Support Vector Machine Classifier With Pinball Loss",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124606"}

@article{bb128483,
        AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
        TITLE = "Object classification by fusing SVMs and Gaussian mixtures",
        JOURNAL = PR,
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        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124607"}

@inproceedings{bb128484,
        AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
        TITLE = "SVMs, Gaussian mixtures, and their generative/discriminative fusion",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124608"}

@inproceedings{bb128485,
        AUTHOR = "Weyand, T. and Deselaers, T. and Ney, H.",
        TITLE = "Log-linear Mixtures for Object Class Recognition",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124609"}

@article{bb128486,
        AUTHOR = "Munoz, A. and Gonzalez, J.",
        TITLE = "Representing Functional Data Using Support Vector Machines",
        JOURNAL = PRL,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124610"}

@inproceedings{bb128487,
        AUTHOR = "Gonzalez, J. and Munoz, A.",
        TITLE = "Representing Functional Data Using Support Vector Machines",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124610"}

@inproceedings{bb128488,
        AUTHOR = "Munoz, A. and Gonzalez, J. and de Diego, I.M.",
        TITLE = "Local Linear Approximation for Kernel Methods: The Railway Kernel",
        BOOKTITLE = CIARP06,
        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124611"}

@inproceedings{bb128489,
        AUTHOR = "Moguerza, J.M. and Munoz, A. and de Diego, I.M.",
        TITLE = "Fusion of Gaussian Kernels Within Support Vector Classification",
        BOOKTITLE = CIARP06,
        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124612"}

@article{bb128490,
        AUTHOR = "Lin, H.J. and Yeh, J.P.",
        TITLE = "A hybrid optimization strategy for simplifying the solutions of support
vector machines",
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        NUMBER = "7",
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@article{bb128491,
        AUTHOR = "Wang, X.M. and Chung, F.L. and Wang, S.T.",
        TITLE = "On minimum class locality preserving variance support vector machine",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124614"}

@article{bb128492,
        AUTHOR = "Glasmachers, T. and Igel, C.",
        TITLE = "Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with
Multiple Parameters",
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        NUMBER = "8",
        MONTH = "August",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124615"}

@article{bb128493,
        AUTHOR = "Cevikalp, H.",
        TITLE = "New clustering algorithms for the support vector machine based
hierarchical classification",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "11",
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        PAGES = "1285-1291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124616"}

@article{bb128494,
        AUTHOR = "Saha, S.K. and Narayan, S. and Sarkar, S. and Mitra, P.",
        TITLE = "A composite kernel for named entity recognition",
        JOURNAL = PRL,
        VOLUME = "31",
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124617"}

@article{bb128495,
        AUTHOR = "Kumar, M.A. and Gopal, M.",
        TITLE = "A hybrid SVM based decision tree",
        JOURNAL = PR,
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        YEAR = "2010",
        NUMBER = "12",
        MONTH = "December",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124618"}

@article{bb128496,
        AUTHOR = "Giacco, F. and Thiel, C. and Pugliese, L. and Scarpetta, S. and Marinaro, M.",
        TITLE = "Uncertainty Analysis for the Classification of Multispectral Satellite
Images Using SVMs and SOMs",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3769-3779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124619"}

@article{bb128497,
        AUTHOR = "Huang, K.Z. and Zheng, D.N. and Sun, J. and Hotta, Y. and Fujimoto, K. and Naoi, S.",
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        JOURNAL = PRL,
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        NUMBER = "13",
        MONTH = "October",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124620"}

@article{bb128498,
        AUTHOR = "Ye, Q. and Zhao, C.X. and Ye, N. and Chen, Y.",
        TITLE = "Multi-weight vector projection support vector machines",
        JOURNAL = PRL,
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        NUMBER = "13",
        MONTH = "October",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124621"}

@article{bb128499,
        AUTHOR = "Ye, Q. and Ye, N. and Yin, T.M.",
        TITLE = "Enhanced multi-weight vector projection support vector machine",
        JOURNAL = PRL,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124622"}