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@article{bb137325,
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@article{bb137327,
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@article{bb137328,
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@article{bb137329,
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@article{bb137330,
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@article{bb137331,
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@inproceedings{bb137333,
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@inproceedings{bb137334,
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@inproceedings{bb137335,
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@inproceedings{bb137336,
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@inproceedings{bb137337,
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@inproceedings{bb137338,
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@inproceedings{bb137339,
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@inproceedings{bb137341,
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@inproceedings{bb137342,
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@inproceedings{bb137343,
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@inproceedings{bb137356,
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@article{bb137357,
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@inproceedings{bb137359,
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@inproceedings{bb137360,
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@inproceedings{bb137361,
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@inproceedings{bb137362,
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        TITLE = "Kernel Feature Selection with Side Data Using a Spectral Approach",
        BOOKTITLE = ECCV04,
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@article{bb137363,
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        TITLE = "SVM-based feature selection of latent semantic features",
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@article{bb137364,
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        TITLE = "Symbolization assisted SVM classifier for noisy data",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133388"}

@article{bb137365,
        AUTHOR = "Kumar, R. and Jayaraman, V.K. and Kulkarni, B.D.",
        TITLE = "An SVM classifier incorporating simultaneous noise reduction and
feature selection: Illustrative case examples",
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@article{bb137366,
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        TITLE = "Feature Space Interpretation of SVMs with Indefinite Kernels",
        JOURNAL = PAMI,
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        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133390"}

@inproceedings{bb137367,
        AUTHOR = "Haasdonk, B. and Keysers, D.",
        TITLE = "Tangent distance kernels for support vector machines",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 864-868",
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@inproceedings{bb137368,
        AUTHOR = "Haasdonk, B. and Bahlmann, C.",
        TITLE = "Learning with Distance Substitution Kernels",
        BOOKTITLE = DAGM04,
        YEAR = "2004",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133392"}

@article{bb137369,
        AUTHOR = "Wang, J.S. and Chiang, J.C.",
        TITLE = "A cluster validity measure with a hybrid parameter search method for
the support vector clustering algorithm",
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@article{bb137370,
        AUTHOR = "Wang, J.S. and Chiang, J.C.",
        TITLE = "A Cluster Validity Measure With Outlier Detection for Support Vector
Clustering",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133394"}

@article{bb137371,
        AUTHOR = "Wang, L.",
        TITLE = "Feature Selection with Kernel Class Separability",
        JOURNAL = PAMI,
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133395"}

@inproceedings{bb137372,
        AUTHOR = "Wang, L.",
        TITLE = "Feature Subset Selection for Multi-class SVM Based Image Classification",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
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@inproceedings{bb137373,
        AUTHOR = "Wang, L. and Chan, K.L. and Tan, Y.P.",
        TITLE = "Image retrieval with SVM active learning embedding Euclidean search",
        BOOKTITLE = ICIP03,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133397"}

@inproceedings{bb137374,
        AUTHOR = "Wang, L. and Xue, P. and Chan, K.L.",
        TITLE = "Incorporating prior knowledge into SVM for image retrieval",
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@inproceedings{bb137375,
        AUTHOR = "Li, X.C. and Wang, L. and Sang, E.",
        TITLE = "Multi-label SVM active learning for image classification",
        BOOKTITLE = ICIP04,
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@inproceedings{bb137376,
        AUTHOR = "Wang, L. and Chan, K.L. and Zhang, Z.H.",
        TITLE = "Bootstrapping SVM active learning by incorporating unlabelled images
for image retrieval",
        BOOKTITLE = CVPR03,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133400"}

@article{bb137377,
        AUTHOR = "Bruzzone, L. and Persello, C.",
        TITLE = "A Novel Context-Sensitive Semisupervised SVM Classifier Robust to
Mislabeled Training Samples",
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@article{bb137378,
        AUTHOR = "Bruzzone, L. and Persello, C.",
        TITLE = "A Novel Approach to the Selection of Spatially Invariant Features for
the Classification of Hyperspectral Images With Improved Generalization
Capability",
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        NUMBER = "9",
        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133402"}

@article{bb137379,
        AUTHOR = "Sun, Y. and Gonzalez Castellano, C. and Robinson, M. and Adams, R. and Rust, A.G. and Davey, N.",
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predictions",
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@article{bb137380,
        AUTHOR = "Ghannad Rezaie, M. and Soltanian Zadeh, H. and Ying, H. and Dong, M.",
        TITLE = "Selection-fusion approach for classification of datasets with missing
values",
        JOURNAL = PR,
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        YEAR = "2010",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2340-2350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133404"}

@article{bb137381,
        AUTHOR = "Waske, B. and van der Linden, S. and Benediktsson, J.A. and Rabe, A. and Hostert, P.",
        TITLE = "Sensitivity of Support Vector Machines to Random Feature Selection in
Classification of Hyperspectral Data",
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        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2880-2889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133405"}

@article{bb137382,
        AUTHOR = "Nguyen, M.H. and de la Torre, F.",
        TITLE = "Optimal feature selection for support vector machines",
        JOURNAL = PR,
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        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133406"}

@article{bb137383,
        AUTHOR = "Pal, M. and Foody, G.M.",
        TITLE = "Feature Selection for Classification of Hyperspectral Data by SVM",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
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        MONTH = "May",
        PAGES = "2297-2307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133407"}

@article{bb137384,
        AUTHOR = "Yang, X. and Xiong, H.L. and Yang, X.",
        TITLE = "Optimal Gaussian Kernel Parameter Selection for SVM Classifier",
        JOURNAL = IEICE,
        VOLUME = "E93-D",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3352-3358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133408"}

@article{bb137385,
        AUTHOR = "Moustakidis, S.P. and Theocharis, J.B.",
        TITLE = "SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy
complementary criterion",
        JOURNAL = PR,
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        MONTH = "November",
        PAGES = "3712-3729",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133409"}

@article{bb137386,
        AUTHOR = "Varewyck, M. and Martens, J.P.",
        TITLE = "A Practical Approach to Model Selection for Support Vector Machines
With a Gaussian Kernel",
        JOURNAL = SMC-B,
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        MONTH = "April",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133410"}

@article{bb137387,
        AUTHOR = "Wang, R. and Kwong, S. and Chen, D.",
        TITLE = "Inconsistency-based active learning for support vector machines",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3751-3767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133411"}

@article{bb137388,
        AUTHOR = "Wang, R. and Kwong, S.",
        TITLE = "Active learning with multi-criteria decision making systems",
        JOURNAL = PR,
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        NUMBER = "9",
        PAGES = "3106-3119",
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@article{bb137389,
        AUTHOR = "Tao, J.W. and Chung, F.L. and Wang, S.T.",
        TITLE = "On minimum distribution discrepancy support vector machine for domain
adaptation",
        JOURNAL = PR,
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        PAGES = "3962-3984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133413"}

@article{bb137390,
        AUTHOR = "Liu, D.H. and Qian, H. and Dai, G. and Zhang, Z.H.",
        TITLE = "An iterative SVM approach to feature selection and classification in
high-dimensional datasets",
        JOURNAL = PR,
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        YEAR = "2013",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2531-2537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133414"}

@article{bb137391,
        AUTHOR = "Patane, G.",
        TITLE = "Multi-resolutive sparse approximations of d-dimensional data",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "418-428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133415"}

@article{bb137392,
        AUTHOR = "Liang, X. and Ma, Y.F. and He, Y.B. and Yu, L. and Chen, R.C. and Liu, T. and Yang, X.P. and Chen, T.S.",
        TITLE = "Fast pruning superfluous support vectors in SVMs",
        JOURNAL = PRL,
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        YEAR = "2013",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1203-1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133416"}

@article{bb137393,
        AUTHOR = "Pedergnana, M. and Marpu, P.R. and Dalla Mura, M. and Benediktsson, J.A. and Bruzzone, L.",
        TITLE = "A Novel Technique for Optimal Feature Selection in
Attribute Profiles Based on Genetic Algorithms",
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        YEAR = "2013",
        NUMBER = "6",
        PAGES = "3514-3528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133417"}

@article{bb137394,
        AUTHOR = "Tayal, A. and Coleman, T.F. and Li, Y.Y.",
        TITLE = "Primal explicit max margin feature selection for nonlinear support
vector machines",
        JOURNAL = PR,
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        YEAR = "2014",
        NUMBER = "6",
        PAGES = "2153-2164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133418"}

@article{bb137395,
        AUTHOR = "Krell, M.M. and Feess, D. and Straube, S.",
        TITLE = "Balanced Relative Margin Machine:
The missing piece between FDA and SVM classification",
        JOURNAL = PRL,
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        YEAR = "2014",
        NUMBER = "1",
        PAGES = "43-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133419"}

@article{bb137396,
        AUTHOR = "Ghamisi, P. and Couceiro, M.S. and Benediktsson, J.A.",
        TITLE = "A Novel Feature Selection Approach Based on FODPSO and SVM",
        JOURNAL = GeoRS,
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        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2935-2947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133420"}

@article{bb137397,
        AUTHOR = "Ring, M. and Eskofier, B.M.",
        TITLE = "Optimal feature selection for nonlinear data using branch-and-bound
in kernel space",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "56-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133421"}

@article{bb137398,
        AUTHOR = "Ring, M. and Eskofier, B.M.",
        TITLE = "An approximation of the Gaussian RBF kernel for efficient
classification with SVMs",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "107-113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133422"}

@article{bb137399,
        AUTHOR = "Ratto, C.R. and Caceres, C.A. and Schoeberlein, H.C.",
        TITLE = "Cost-Constrained Feature Optimization in Kernel Machine Classifiers",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2469-2473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT133423"}

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