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@inproceedings{bb115104,
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feature- and kernel-selective support vector machines",
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@inproceedings{bb115105,
        AUTHOR = "Mao, W.T. and Dong, L.L. and Zhang, G.",
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abnormal data",
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@inproceedings{bb115106,
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@inproceedings{bb115107,
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@inproceedings{bb115108,
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@inproceedings{bb115109,
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@inproceedings{bb115111,
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@inproceedings{bb115115,
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@inproceedings{bb115123,
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@inproceedings{bb115133,
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@inproceedings{bb115135,
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@inproceedings{bb115136,
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@inproceedings{bb115137,
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@inproceedings{bb115138,
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@inproceedings{bb115139,
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@inproceedings{bb115140,
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@inproceedings{bb115141,
        AUTHOR = "Zhang, X.F. and Li, B.C. and Shi, W. and Cheng, L.",
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@inproceedings{bb115142,
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@inproceedings{bb115143,
        AUTHOR = "Wu, Z.L. and Li, C.H. and Zhu, J. and Huang, J.",
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@inproceedings{bb115144,
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@inproceedings{bb115145,
        AUTHOR = "Brun, A. and Westin, C.F. and Herberthson, M. and Knutsson, H.",
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@inproceedings{bb115146,
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@inproceedings{bb115147,
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@inproceedings{bb115148,
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@inproceedings{bb115150,
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        TITLE = "Feature Kernel Functions: Improving SVMs Using High-Level Knowledge",
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@inproceedings{bb115151,
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        TITLE = "Object Predetection Based on Kernel Parametric Distribution Fitting",
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@inproceedings{bb115152,
        AUTHOR = "Boughorbel, S. and Tarel, J.P. and Boujemaa, N.",
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@inproceedings{bb115153,
        AUTHOR = "Boughorbel, S. and Tarel, J.P. and Fleuret, F.",
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@inproceedings{bb115154,
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        TITLE = "A hierarchical classifier using new support vector machine",
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@inproceedings{bb115155,
        AUTHOR = "Yu, W.M. and Du, T.H. and Lim, K.B.",
        TITLE = "Comparison of the support vector machine and relevant vector machine in
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@inproceedings{bb115156,
        AUTHOR = "Man, H. and Chen, L. and Duan, R.",
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@inproceedings{bb115157,
        AUTHOR = "Hein, M. and Lal, T.N. and Bousquet, O.",
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@inproceedings{bb115158,
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@inproceedings{bb115159,
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@inproceedings{bb115160,
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@inproceedings{bb115161,
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@inproceedings{bb115163,
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@inproceedings{bb115164,
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@inproceedings{bb115165,
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@inproceedings{bb115166,
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@inproceedings{bb115167,
        AUTHOR = "Tortorella, F.",
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@inproceedings{bb115169,
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@inproceedings{bb115170,
        AUTHOR = "Xiao, X. and Ai, H.Z. and Xu, G.Y.",
        TITLE = "Pair-wise sequential reduced set for optimization of support vector
machines",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 860-863",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT111480"}

@inproceedings{bb115171,
        AUTHOR = "Zhong, S.W. and Chang, C.I. and Zhang, Y.",
        TITLE = "Iterative Support Vector Machine for Hyperspectral Image
Classification",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3309-3312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT111481"}

@inproceedings{bb115172,
        AUTHOR = "Zhang, J.P. and Zhang, Y. and Zhou, T.X.",
        TITLE = "Classification of Hyperspectral Data Using Support Vector Machine",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT111482"}

@inproceedings{bb115173,
        AUTHOR = "Nakamura, E. and Murayama, N. and Sawada, K. and Okuizumi, H.",
        TITLE = "RLGS Profile Segmentation Via a SVM",
        BOOKTITLE = ICIP01,
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@inproceedings{bb115174,
        AUTHOR = "Ben Hur, A. and Horn, D. and Siegelmann, H.T. and Vapnik, V.",
        TITLE = "A Support Vector Clustering Method",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT111484"}

@inproceedings{bb115175,
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        YEAR = "1998",
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@inproceedings{bb115176,
        AUTHOR = "Pawlak, M. and Ng, M.F.Y.F.",
        TITLE = "On kernel and radial basis function techniques for classification and
function recovering",
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@inproceedings{bb115177,
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@article{bb115178,
        AUTHOR = "Foody, G.M. and Mathur, A.",
        TITLE = "A Relative Evaluation of Multiclass Image Classification by Support
Vector Machines",
        JOURNAL = GeoRS,
        VOLUME = "42",
        YEAR = "2004",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1335-1343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111488"}

@article{bb115179,
        AUTHOR = "Foody, G.M. and Mathur, A.",
        TITLE = "Toward intelligent training of supervised image classifications:
Directing training data acquisition for SVM classification",
        JOURNAL = RSE,
        VOLUME = "93",
        YEAR = "2004",
        NUMBER = "1-2",
        PAGES = "107-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111489"}

@article{bb115180,
        AUTHOR = "Zhan, Y.Q. and Shen, D.G.",
        TITLE = "Design efficient support vector machine for fast classification",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "157-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111490"}

@article{bb115181,
        AUTHOR = "Zhan, Y.Q. and Shen, D.G.",
        TITLE = "An adaptive error penalization method for training an efficient and
generalized SVM",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "342-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111491"}

@article{bb115182,
        AUTHOR = "Lin, C.F. and Wang, S.D.",
        TITLE = "Training algorithms for fuzzy support vector machines with noisy data",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1647-1656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111492"}

@article{bb115183,
        AUTHOR = "Shin, H.J. and Cho, S.Z.",
        TITLE = "Invariance of neighborhood relation under input space to feature space
mapping",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "6",
        MONTH = "May",
        PAGES = "707-718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111493"}

@article{bb115184,
        AUTHOR = "Bazi, Y. and Melgani, F.",
        TITLE = "Toward an Optimal SVM Classification System for Hyperspectral Remote
Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "44",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3374-3385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111494"}

@article{bb115185,
        AUTHOR = "Bazi, Y. and Melgani, F.",
        TITLE = "Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1887-1895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111495"}

@article{bb115186,
        AUTHOR = "Ghoggali, N. and Melgani, F. and Bazi, Y.",
        TITLE = "A Multiobjective Genetic SVM Approach for Classification Problems With
Limited Training Samples",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1707-1718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111496"}

@article{bb115187,
        AUTHOR = "Ghoggali, N. and Melgani, F.",
        TITLE = "Automatic Ground-Truth Validation With Genetic Algorithms for
Multispectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2172-2181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111497"}

@article{bb115188,
        AUTHOR = "Paoli, A. and Melgani, F. and Pasolli, E.",
        TITLE = "Clustering of Hyperspectral Images Based on Multiobjective Particle
Swarm Optimization",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4175-4188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111498"}

@article{bb115189,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "On-line independent support vector machines",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1402-1412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111499"}

@inproceedings{bb115190,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "Indoor Place Recognition using Online Independent Support Vector
Machines",
        BOOKTITLE = BMVC07,
        YEAR = "2007",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111500"}

@inproceedings{bb115191,
        AUTHOR = "Jie, L. and Orabona, F. and Fornoni, M. and Caputo, B. and Cesa Bianchi, N.",
        TITLE = "OM-2: An online multi-class Multi-Kernel Learning algorithm",
        BOOKTITLE = OLCV10,
        YEAR = "2010",
        PAGES = "43-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111501"}

@inproceedings{bb115192,
        AUTHOR = "Orabona, F. and Jie, L. and Caputo, B.",
        TITLE = "Online-batch strongly convex Multi Kernel Learning",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "787-794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111502"}

@inproceedings{bb115193,
        AUTHOR = "Jie, L. and Orabona, F. and Caputo, B.",
        TITLE = "An Online Framework for Learning Novel Concepts over Multiple Cues",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "I: 269-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111503"}

@article{bb115194,
        AUTHOR = "Tommasi, T. and Orabona, F. and Caputo, B.",
        TITLE = "Learning Categories From Few Examples With Multi Model Knowledge
Transfer",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "928-941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111504"}

@inproceedings{bb115195,
        AUTHOR = "Tommasi, T. and Orabona, F. and Caputo, B.",
        TITLE = "Safety in numbers:
Learning categories from few examples with multi model knowledge transfer",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3081-3088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111505"}

@inproceedings{bb115196,
        AUTHOR = "Tommasi, T. and Caputo, B.",
        TITLE = "The more you know, the less you learn: from knowledge transfer to
one-shot learning of object categories",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111506"}

@article{bb115197,
        AUTHOR = "Kuzborskij, I. and Orabona, F. and Caputo, B.",
        TITLE = "Scalable greedy algorithms for transfer learning",
        JOURNAL = CVIU,
        VOLUME = "156",
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        NUMBER = "1",
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@inproceedings{bb115198,
        AUTHOR = "Tommasi, T. and Orabona, F. and Kaboli, M. and Caputo, B.",
        TITLE = "Leveraging over prior knowledge for online learning of visual
categories",
        BOOKTITLE = BMVC12,
        YEAR = "2012",
        PAGES = "87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT111508"}

@inproceedings{bb115199,
        AUTHOR = "Jie, L. and Tommasi, T. and Caputo, B.",
        TITLE = "Multiclass transfer learning from unconstrained priors",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
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