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and Discrimination",
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@inproceedings{bb114101,
        AUTHOR = "Kropotov, D. and Ptashko, N. and Vasiliev, O. and Vetrov, D.",
        TITLE = "On Kernel Selection in Relevance Vector Machines Using Stability
Principle",
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@inproceedings{bb114102,
        AUTHOR = "Qin, J.Z. and Li, Y.Q.",
        TITLE = "An Improved Semi-Supervised Support Vector Machine Based Translation
Algorithm for BCI Systems",
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@inproceedings{bb114103,
        AUTHOR = "Chen, G.Y. and Bhattacharya, P.",
        TITLE = "Function Dot Product Kernels for Support Vector Machine",
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@inproceedings{bb114104,
        AUTHOR = "Ye, N. and Sun, R.X. and Liu, Y.G. and Cao, L.",
        TITLE = "Support vector machine with orthogonal Chebyshev kernel",
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@inproceedings{bb114105,
        AUTHOR = "Barakat, N. and Bradley, A.P.",
        TITLE = "Rule Extraction from Support Vector Machines: Measuring the Explanation
Capability Using the Area under the ROC Curve",
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@inproceedings{bb114106,
        AUTHOR = "Zhang, X.F. and Li, B.C. and Shi, W. and Cheng, L.",
        TITLE = "An Efficient SVM Classifier for Lopsided Corpora",
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@inproceedings{bb114107,
        AUTHOR = "Sung, E. and Yan, Z. and Li, X.C.",
        TITLE = "Accelerating the SVM Learning for Very Large Data Sets",
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@inproceedings{bb114108,
        AUTHOR = "Wu, Z.L. and Li, C.H. and Zhu, J. and Huang, J.",
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@inproceedings{bb114109,
        AUTHOR = "Arreola, K.Z. and Fehr, J. and Burkhardt, H.",
        TITLE = "Fast Support Vector Machine Classification using linear SVMs",
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@inproceedings{bb114110,
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@inproceedings{bb114113,
        AUTHOR = "Kahsay, L. and Schwenker, F. and Palm, G.",
        TITLE = "Comparison of Multiclass SVM Decomposition Schemes for Visual Object
Recognition",
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@inproceedings{bb114114,
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        TITLE = "Mercer Kernels for Object Recognition with Local Features",
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@inproceedings{bb114115,
        AUTHOR = "Sun, Q.A. and DeJong, G.",
        TITLE = "Feature Kernel Functions: Improving SVMs Using High-Level Knowledge",
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@inproceedings{bb114116,
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        TITLE = "Object Predetection Based on Kernel Parametric Distribution Fitting",
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@inproceedings{bb114117,
        AUTHOR = "Boughorbel, S. and Tarel, J.P. and Boujemaa, N.",
        TITLE = "Generalized Histogram Intersection Kernel for Image Recognition",
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@inproceedings{bb114118,
        AUTHOR = "Boughorbel, S. and Tarel, J.P. and Fleuret, F.",
        TITLE = "Non-Mercer Kernels for SVM Object Recognition",
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@inproceedings{bb114119,
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        TITLE = "A hierarchical classifier using new support vector machine",
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@inproceedings{bb114120,
        AUTHOR = "Yu, W.M. and Du, T.H. and Lim, K.B.",
        TITLE = "Comparison of the support vector machine and relevant vector machine in
regression and classification problems",
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@inproceedings{bb114121,
        AUTHOR = "Man, H. and Chen, L. and Duan, R.",
        TITLE = "Rotation invariant texture classification using directional filter bank
and support vector machine",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "III: 1545-1548",
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@inproceedings{bb114122,
        AUTHOR = "Hein, M. and Lal, T.N. and Bousquet, O.",
        TITLE = "Hilbertian Metrics on Probability Measures and Their Application in
SVMs",
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@inproceedings{bb114123,
        AUTHOR = "Horikawa, Y.",
        TITLE = "Comparison of support vector machines with autocorrelation kernels for
invariant texture classification",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
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@inproceedings{bb114124,
        AUTHOR = "Park, J.H. and Ji, X. and Zha, H.Y. and Kasturi, R.",
        TITLE = "Support vector clustering combined with spectral graph partitioning",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
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@inproceedings{bb114125,
        AUTHOR = "Imbault, F. and Lebart, K.",
        TITLE = "A stochastic optimization approach for parameter tuning of support
vector machines",
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        YEAR = "2004",
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@inproceedings{bb114126,
        AUTHOR = "Hoi, S.C.H. and Lyu, M.R.",
        TITLE = "Group-based relevance feedback with support vector machine ensembles",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
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@inproceedings{bb114127,
        AUTHOR = "Chen, J.H.",
        TITLE = "M-estimator based robust kernels for support vector machines",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
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@inproceedings{bb114128,
        AUTHOR = "Gokcen, I. and Joachim, D. and Deller, J.R.",
        TITLE = "Comparing optimal bounding ellipsoid and support vector machine active
learning",
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        YEAR = "2004",
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@inproceedings{bb114129,
        AUTHOR = "Zhang, P. and Peng, J. and Riedel, N.",
        TITLE = "Discriminant Analysis: A Least Squares Approximation View",
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@inproceedings{bb114130,
        AUTHOR = "Zhang, P. and Peng, J.",
        TITLE = "Efficient Regularized Least Squares Classification",
        BOOKTITLE = LCV04,
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@inproceedings{bb114131,
        AUTHOR = "Zhang, P. and Peng, J.",
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@inproceedings{bb114132,
        AUTHOR = "Tortorella, F.",
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schemes for tuning the support vector machines in cost-sensitive
applications",
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@inproceedings{bb114135,
        AUTHOR = "Xiao, X. and Ai, H.Z. and Xu, G.Y.",
        TITLE = "Pair-wise sequential reduced set for optimization of support vector
machines",
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        YEAR = "2002",
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@inproceedings{bb114136,
        AUTHOR = "Zhong, S.W. and Chang, C.I. and Zhang, Y.",
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Classification",
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        YEAR = "2018",
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        AUTHOR = "Zhang, J.P. and Zhang, Y. and Zhou, T.X.",
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@inproceedings{bb114138,
        AUTHOR = "Nakamura, E. and Murayama, N. and Sawada, K. and Okuizumi, H.",
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@inproceedings{bb114140,
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@inproceedings{bb114141,
        AUTHOR = "Pawlak, M. and Ng, M.F.Y.F.",
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@inproceedings{bb114142,
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@article{bb114143,
        AUTHOR = "Cao, L.J. and Lee, H.P. and Chong, W.K.",
        TITLE = "Modified support vector novelty detector using training data with
outliers",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2479-2487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110462"}

@article{bb114144,
        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#TT110463"}

@article{bb114145,
        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#TT110464"}

@article{bb114146,
        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#TT110465"}

@article{bb114147,
        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#TT110466"}

@article{bb114148,
        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#TT110467"}

@article{bb114149,
        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#TT110468"}

@article{bb114150,
        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#TT110469"}

@article{bb114151,
        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#TT110470"}

@article{bb114152,
        AUTHOR = "Ghoggali, N. and Melgani, F. and Bazi, Y.",
        TITLE = "A Multiobjective Genetic SVM Approach for Classification Problems With
Limited Training Samples",
        JOURNAL = GeoRS,
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        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1707-1718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110471"}

@article{bb114153,
        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#TT110472"}

@article{bb114154,
        AUTHOR = "Paoli, A. and Melgani, F. and Pasolli, E.",
        TITLE = "Clustering of Hyperspectral Images Based on Multiobjective Particle
Swarm Optimization",
        JOURNAL = GeoRS,
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        YEAR = "2009",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4175-4188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110473"}

@article{bb114155,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "On-line independent support vector machines",
        JOURNAL = PR,
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110474"}

@inproceedings{bb114156,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110475"}

@inproceedings{bb114157,
        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",
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@inproceedings{bb114158,
        AUTHOR = "Orabona, F. and Jie, L. and Caputo, B.",
        TITLE = "Online-batch strongly convex Multi Kernel Learning",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
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@inproceedings{bb114159,
        AUTHOR = "Jie, L. and Orabona, F. and Caputo, B.",
        TITLE = "An Online Framework for Learning Novel Concepts over Multiple Cues",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110478"}

@article{bb114160,
        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#TT110479"}

@inproceedings{bb114161,
        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",
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@inproceedings{bb114162,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110481"}

@article{bb114163,
        AUTHOR = "Kuzborskij, I. and Orabona, F. and Caputo, B.",
        TITLE = "Scalable greedy algorithms for transfer learning",
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@inproceedings{bb114164,
        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,
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@inproceedings{bb114165,
        AUTHOR = "Jie, L. and Tommasi, T. and Caputo, B.",
        TITLE = "Multiclass transfer learning from unconstrained priors",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "1863-1870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110484"}

@article{bb114166,
        AUTHOR = "Davenport, M.A. and Baraniuk, R.G. and Scott, C.D.",
        TITLE = "Tuning Support Vector Machines for Minimax and Neyman-Pearson
Classification",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1888-1898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110485"}

@article{bb114167,
        AUTHOR = "Bellala, G. and Stanley, J. and Bhavnani, S.K. and Scott, C.D.",
        TITLE = "A Rank-Based Approach to Active Diagnosis",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "9",
        PAGES = "2078-2090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110486"}

@article{bb114168,
        AUTHOR = "Kim, J.S. and Scott, C.D.",
        TITLE = "L(2) Kernel Classification",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1822-1831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110487"}

@article{bb114169,
        AUTHOR = "Maulik, U. and Chakraborty, D.",
        TITLE = "A self-trained ensemble with semisupervised SVM:
An application to pixel classification of remote sensing imagery",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "615-623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110488"}

@article{bb114170,
        AUTHOR = "Maulik, U. and Chakraborty, D.",
        TITLE = "Learning with transductive SVM for semisupervised pixel classification
of remote sensing imagery",
        JOURNAL = PandRS,
        VOLUME = "77",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "66-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110489"}

@article{bb114171,
        AUTHOR = "Airola, A. and Pahikkala, T. and Salakoski, T.",
        TITLE = "Training linear ranking SVMs in linearithmic time using red-black trees",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1328-1336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110490"}

@inproceedings{bb114172,
        AUTHOR = "Heimonen, J.H. and Salakoski, T. and Pahikkala, T.",
        TITLE = "Properties of Object-Level Cross-Validation Schemes for Symmetric
Pair-Input Data",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "384-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110491"}

@article{bb114173,
        AUTHOR = "Rivas Perea, P. and Cota Ruiz, J.",
        TITLE = "An algorithm for training a large scale support vector machine for
regression based on linear programming and decomposition methods",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "439-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110492"}

@book{bb114174,
        AUTHOR = "Cota Ruiz, J. and Rivas Perea, P.",
        TITLE = "An algorithm for training a large scale support vector machine for
regression based on linear programming and decomposition methods",
        YEAR = "2013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110492"}

@article{bb114175,
        AUTHOR = "Rivas Perea, P. and Cota Ruiz, J. and Rosiles, J.G.",
        TITLE = "Corrigendum to 'An algorithm for training a large scale support vector
machine for regression based on linear programming and decomposition
methods'",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110493"}

@article{bb114176,
        AUTHOR = "Prato, M. and Zanni, L.",
        TITLE = "A practical use of regularization for supervised learning with kernel
methods",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "610-618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110494"}

@article{bb114177,
        AUTHOR = "Xu, S. and An, X. and Qiao, X.D. and Zhu, L.J. and Li, L.",
        TITLE = "Multi-output least-squares support vector regression machines",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1078-1084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110495"}

@article{bb114178,
        AUTHOR = "Mordelet, F. and Vert, J.P.",
        TITLE = "A bagging SVM to learn from positive and unlabeled examples",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "201-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110496"}

@article{bb114179,
        AUTHOR = "Anguita, D. and Ghio, A. and Oneto, L. and Ridella, S.",
        TITLE = "Unlabeled patterns to tighten Rademacher complexity error bounds for
kernel classifiers",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "210-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110497"}

@article{bb114180,
        AUTHOR = "Singla, A. and Patra, S. and Bruzzone, L.",
        TITLE = "A novel classification technique based on progressive transductive
SVM learning",
        JOURNAL = PRL,
        VOLUME = "42",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "101-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110498"}

@article{bb114181,
        AUTHOR = "Jung, H.G. and Kim, G.",
        TITLE = "Support Vector Number Reduction: Survey and Experimental Evaluations",
        JOURNAL = ITS,
        VOLUME = "15",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "463-476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110499"}

@article{bb114182,
        AUTHOR = "Doan, T.N. and Do, T.N. and Poulet, F.",
        TITLE = "Parallel incremental power mean SVM for the classification of
large-scale image datasets",
        JOURNAL = MultInfoRetr,
        VOLUME = "3",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "89-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110500"}

@article{bb114183,
        AUTHOR = "Guo, H.S. and Wang, W.J.",
        TITLE = "An active learning-based SVM multi-class classification model",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1577-1597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110501"}

@article{bb114184,
        AUTHOR = "Carrasco, M. and Lopez, J. and Maldonado, S.",
        TITLE = "A multi-class SVM approach based on the L1-norm minimization of the
distances between the reduced convex hulls",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1598-1607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110502"}

@article{bb114185,
        AUTHOR = "Zhang, Y.Q. and Zhang, P.L.",
        TITLE = "Machine training and parameter settings with social emotional
optimization algorithm for support vector machine",
        JOURNAL = PRL,
        VOLUME = "54",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "36-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110503"}

@article{bb114186,
        AUTHOR = "Chang, C.C. and Chou, S.H.",
        TITLE = "Tuning of the hyperparameters for L2-loss SVMs with the RBF kernel by
the maximum-margin principle and the jackknife technique",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "12",
        PAGES = "3983-3992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110504"}

@article{bb114187,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "On the kernel Extreme Learning Machine speedup",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "205-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110505"}

@article{bb114188,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Multi-class Support Vector Machine classifiers using intrinsic and
penalty graphs",
        JOURNAL = PR,
        VOLUME = "55",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "231-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110506"}

@article{bb114189,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Nyström-based approximate kernel subspace learning",
        JOURNAL = PR,
        VOLUME = "57",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "190-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110507"}

@inproceedings{bb114190,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Prototype-based class-specific nonlinear subspace learning for
large-scale face verification",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110508"}

@inproceedings{bb114191,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Hierarchical class-specific kernel discriminant analysis for face
verification",
        BOOKTITLE = VCIP16,
        YEAR = "2016",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110509"}

@article{bb114192,
        AUTHOR = "Vural, E. and Guillemot, C.",
        TITLE = "Out-of-Sample Generalizations for Supervised Manifold Learning for
Classification",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1410-1424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110510"}

@article{bb114193,
        AUTHOR = "Loosli, G. and Canu, S. and Ong, C.S.",
        TITLE = "Learning SVM in Krein Spaces",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1204-1216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110511"}

@inproceedings{bb114194,
        AUTHOR = "Canu, S.",
        TITLE = "Recent Advances in Kernel Machines",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110512"}

@inproceedings{bb114195,
        AUTHOR = "Montagner, I.S. and Hirata, N.S.T. and Hirata, R. and Canu, S.",
        TITLE = "NILC: A two level learning algorithm with operator selection",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1873-1877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110513"}

@article{bb114196,
        AUTHOR = "Moraes, D. and Wainer, J. and Rocha, A.",
        TITLE = "Low false positive learning with support vector machines",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "340-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110514"}

@article{bb114197,
        AUTHOR = "Houthooft, R. and de Turck, F.",
        TITLE = "Integrated inference and learning of neural factors in structural
support vector machines",
        JOURNAL = PR,
        VOLUME = "59",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "292-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110515"}

@article{bb114198,
        AUTHOR = "Zhu, F. and Yang, J. and Gao, J.B. and Xu, C.Y.",
        TITLE = "Extended nearest neighbor chain induced instance-weights for SVMs",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "863-874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110516"}

@article{bb114199,
        AUTHOR = "Zhang, G.Q. and Sun, H.J. and Ji, Z.X. and Xia, G.Y. and Feng, L. and Sun, Q.S.",
        TITLE = "Kernel dictionary learning based discriminant analysis",
        JOURNAL = JVCIR,
        VOLUME = "40, Part B",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "470-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT110517"}

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