@inproceedings{bb136300,
        AUTHOR = "Blondel, M. and Fujino, A. and Ueda, N.",
        TITLE = "Large-Scale Multiclass Support Vector Machine Training via Euclidean
Projection onto the Simplex",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1289-1294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132335"}

@inproceedings{bb136301,
        AUTHOR = "Chen, Y.D. and Li, R.",
        TITLE = "Effective Part Localization in Latent-SVM Training",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4269-4274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132336"}

@inproceedings{bb136302,
        AUTHOR = "Alvarez Meza, A.M. and Cardenas Pena, D. and Castellanos Dominguez, C.G.",
        TITLE = "Unsupervised Kernel Function Building Using Maximization of Information
Potential Variability",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "335-342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132337"}

@inproceedings{bb136303,
        AUTHOR = "Bilen, H. and Pedersoli, M. and Namboodiri, V.P. and Tuytelaars, T. and Van Gool, L.J.",
        TITLE = "Object Classification with Adaptable Regions",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "3662-3669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132338"}

@article{bb136304,
        AUTHOR = "Behl, A. and Mohapatra, P. and Jawahar, C.V. and Kumar, M.P.",
        TITLE = "Optimizing Average Precision Using Weakly Supervised Data",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2545-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132339"}

@inproceedings{bb136305,
        AUTHOR = "Behl, A. and Jawahar, C.V. and Kumar, M.P.",
        TITLE = "Optimizing Average Precision Using Weakly Supervised Data",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1011-1018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132339"}

@inproceedings{bb136306,
        AUTHOR = "Yang, J. and Sindhwani, V. and Fan, Q.F. and Avron, H. and Mahoney, M.W.",
        TITLE = "Random Laplace Feature Maps for Semigroup Kernels on Histograms",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "971-978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132340"}

@inproceedings{bb136307,
        AUTHOR = "Takami, M. and Bell, P. and Ommer, B.",
        TITLE = "Offline learning of prototypical negatives for efficient online
Exemplar SVM",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "377-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132341"}

@inproceedings{bb136308,
        AUTHOR = "Chen, D.Z. and Batra, D. and Freeman, W.T.",
        TITLE = "Group Norm for Learning Structured SVMs with Unstructured Latent
Variables",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "409-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132342"}

@inproceedings{bb136309,
        AUTHOR = "Vemulapalli, R. and Pillai, J.K. and Chellappa, R.",
        TITLE = "Kernel Learning for Extrinsic Classification of Manifold Features",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1782-1789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132343"}

@inproceedings{bb136310,
        AUTHOR = "Branson, S. and Beijbom, O. and Belongie, S.J.",
        TITLE = "Efficient Large-Scale Structured Learning",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1806-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132344"}

@inproceedings{bb136311,
        AUTHOR = "Candel, D. and Nanculef, R. and Concha, C. and Allende, H.",
        TITLE = "A Sequential Minimal Optimization Algorithm for the All-Distances
Support Vector Machine",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "484-491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132345"}

@inproceedings{bb136312,
        AUTHOR = "Frandi, E. and Gasparo, M.G. and Lodi, S. and Nanculef, R. and Sartori, C.",
        TITLE = "A New Algorithm for Training SVMs Using Approximate Minimal Enclosing
Balls",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "87-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132346"}

@inproceedings{bb136313,
        AUTHOR = "Zhang, D.Y. and Wang, X.L. and Liu, B.Q.",
        TITLE = "Learning the Kernel Combination for Object Categorization",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2929-2932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132347"}

@inproceedings{bb136314,
        AUTHOR = "Timm, F. and Klement, S. and Martinetz, T.",
        TITLE = "Fast model selection for MaxMinOver-based training of support vector
machines",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132348"}

@inproceedings{bb136315,
        AUTHOR = "Sentelle, C. and Anagnostopoulos, G.C. and Georgiopoulos, M.",
        TITLE = "A fast revised simplex method for SVM training",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132349"}

@inproceedings{bb136316,
        AUTHOR = "Schnitzspan, P. and Fritz, M. and Schiele, B.",
        TITLE = "Hierarchical Support Vector Random Fields:
Joint Training to Combine Local and Global Features",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "II: 527-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132350"}

@inproceedings{bb136317,
        AUTHOR = "Mejia Guevara, I. and Kuri Morales, A.",
        TITLE = "MP-Polynomial Kernel for Training Support Vector Machines",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "584-593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132351"}

@inproceedings{bb136318,
        AUTHOR = "Lebrun, G. and Charrier, C. and Cardot, H.",
        TITLE = "SVM training time reduction using vector quantization",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 160-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132352"}

@inproceedings{bb136319,
        AUTHOR = "Yang, M.H. and Ahuja, N.",
        TITLE = "A Geometric Approach to Train Support Vector Machines",
        BOOKTITLE = CVPR00,
        YEAR = "2000",
        PAGES = "I: 430-437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT132353"}

@article{bb136320,
        AUTHOR = "Lau, K.W. and Wu, Q.H.",
        TITLE = "Online training of support vector classifier",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1913-1920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132354"}

@article{bb136321,
        AUTHOR = "Lau, K.W. and Wu, Q.H.",
        TITLE = "Leave one support vector out cross validation for fast estimation of
generalization errors",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1835-1840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132355"}

@article{bb136322,
        AUTHOR = "Katagiri, S. and Abe, S.",
        TITLE = "Incremental training of support vector machines using hyperspheres",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1495-1507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132356"}

@article{bb136323,
        AUTHOR = "Abe, S.",
        TITLE = "Fuzzy support vector machines for multilabel classification",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "6",
        PAGES = "2110-2117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132357"}

@article{bb136324,
        AUTHOR = "Cheng, S.X. and Shih, F.Y.",
        TITLE = "An improved incremental training algorithm for support vector machines
using active query",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "964-971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132358"}

@article{bb136325,
        AUTHOR = "Carvalho, B.P.R. and Braga, A.P.",
        TITLE = "IP-LSSVM: A two-step sparse classifier",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "1507-1515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132359"}

@article{bb136326,
        AUTHOR = "Duan, H. and Shao, X.J. and Hou, W.Z. and He, G.P. and Zeng, Q.T.",
        TITLE = "An incremental learning algorithm for Lagrangian support vector
machines",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "1384-1391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132360"}

@article{bb136327,
        AUTHOR = "Pronobis, A. and Jie, L. and Caputo, B.",
        TITLE = "The more you learn, the less you store:
Memory-controlled incremental SVM for visual place recognition",
        JOURNAL = IVC,
        VOLUME = "28",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1080-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132361"}

@article{bb136328,
        AUTHOR = "He, X.S. and Wang, Z. and Jin, C. and Zheng, Y.B. and Xue, X.Y.",
        TITLE = "A simplified multi-class support vector machine with reduced dual
optimization",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "71-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132362"}

@article{bb136329,
        AUTHOR = "Nikitidis, S. and Nikolaidis, N. and Pitas, I.",
        TITLE = "Multiplicative update rules for incremental training of multiclass
support vector machines",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1838-1852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132363"}

@inproceedings{bb136330,
        AUTHOR = "Nikitidis, S. and Nikolaidis, N. and Pitas, I.",
        TITLE = "Incremental Training of Multiclass Support Vector Machines",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4267-4270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132364"}

@article{bb136331,
        AUTHOR = "Qi, Z.Q. and Tian, Y.J. and Shi, Y.",
        TITLE = "Robust twin support vector machine for pattern classification",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "305-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132365"}

@article{bb136332,
        AUTHOR = "Tian, Y.J. and Qi, Z.Q. and Ju, X. and Shi, Y. and Liu, X.",
        TITLE = "Nonparallel Support Vector Machines for Pattern Classification",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1067-1079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132366"}

@article{bb136333,
        AUTHOR = "Chen, D.D. and Tian, Y.J. and Liu, X.H.",
        TITLE = "Structural nonparallel support vector machine for pattern recognition",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "296-305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132367"}

@article{bb136334,
        AUTHOR = "Shen, X. and Niu, L.F. and Qi, Z.Q. and Tian, Y.J.",
        TITLE = "Support vector machine classifier with truncated pinball loss",
        JOURNAL = PR,
        VOLUME = "68",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "199-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132368"}

@article{bb136335,
        AUTHOR = "Zhao, J.W. and Yan, G.R. and Feng, B.Q. and Mao, W.T. and Bai, J.Q.",
        TITLE = "An adaptive support vector regression based on a new sequence of
unified orthogonal polynomials",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "899-913",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132369"}

@article{bb136336,
        AUTHOR = "Ji, Y. and Sun, S.L.",
        TITLE = "Multitask multiclass support vector machines: Model and experiments",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "914-924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132370"}

@article{bb136337,
        AUTHOR = "Peng, J.X. and Ferguson, S. and Rafferty, K. and Stewart, V.",
        TITLE = "A sequential algorithm for sparse support vector classifiers",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1195-1208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132371"}

@article{bb136338,
        AUTHOR = "Wang, Z. and Shao, Y.H. and Wu, T.R.",
        TITLE = "A GA-based model selection for smooth twin parametric-margin support
vector machine",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2267-2277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132372"}

@article{bb136339,
        AUTHOR = "Souza, R.C.S.N.P. and Leite, S.C. and Borges, C.C.H. and Neto, R.F.",
        TITLE = "Online algorithm based on support vectors for orthogonal regression",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1394-1404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132373"}

@article{bb136340,
        AUTHOR = "Hou, C.P. and Nie, F.P. and Zhang, C.S. and Yi, D.Y. and Wu, Y.",
        TITLE = "Multiple rank multi-linear SVM for matrix data classification",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "454-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132374"}

@article{bb136341,
        AUTHOR = "Kim, K. and Lee, D.W.",
        TITLE = "Inductive manifold learning using structured support vector machine",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "470-479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132375"}

@article{bb136342,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Part level transfer regularization for enhancing exemplar SVMs",
        JOURNAL = CVIU,
        VOLUME = "138",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "114-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132376"}

@inproceedings{bb136343,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Enhancing Exemplar SVMs using Part Level Transfer Regularization",
        BOOKTITLE = BMVC12,
        YEAR = "2012",
        PAGES = "79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132377"}

@inproceedings{bb136344,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Multi-Task Multi-Sample Learning",
        BOOKTITLE = TASKCV14,
        YEAR = "2014",
        PAGES = "78-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132378"}

@article{bb136345,
        AUTHOR = "Wang, D. and Zhang, X.Q. and Fan, M.Y. and Ye, X.Z.",
        TITLE = "Hierarchical mixing linear support vector machines for nonlinear
classification",
        JOURNAL = PR,
        VOLUME = "59",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "255-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132379"}

@article{bb136346,
        AUTHOR = "Zhu, X.Q. and Gao, Z.H.",
        TITLE = "An efficient gradient-based model selection algorithm for
multi-output least-squares support vector regression machines",
        JOURNAL = PRL,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "16-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132380"}

@inproceedings{bb136347,
        AUTHOR = "Zhou, S.S. and Liu, M.N.",
        TITLE = "A New Sparse LSSVM Method Based the Revised LARS",
        BOOKTITLE = CMVIT17,
        YEAR = "2017",
        PAGES = "46-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132381"}

@inproceedings{bb136348,
        AUTHOR = "Shapovalova, N. and Mori, G.",
        TITLE = "Clustered Exemplar-SVM:
Discovering sub-categories for visual recognition",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "93-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132382"}

@inproceedings{bb136349,
        AUTHOR = "Xie, W.Y. and Uhlmann, S. and Kiranyaz, S. and Gabbouj, M.",
        TITLE = "Incremental Learning with Support Vector Data Description",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3904-3909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132383"}

@inproceedings{bb136350,
        AUTHOR = "Rosales Perez, A. and Gonzalez, J.A. and Coello Coello, C.A. and Reyes Garcia, C.A. and Escalante, H.J.",
        TITLE = "Evolutionary Multi-Objective Approach for Prototype Generation and
Feature Selection",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "424-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132384"}

@inproceedings{bb136351,
        AUTHOR = "Rosales Perez, A. and Escalante, H.J. and Gonzalez, J.A. and Reyes Garcia, C.A.",
        TITLE = "Bias and Variance Multi-objective Optimization for Support Vector
Machines Model Selection",
        BOOKTITLE = IbPRIA13,
        YEAR = "2013",
        PAGES = "108-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132385"}

@inproceedings{bb136352,
        AUTHOR = "Fefilatyev, S. and Shreve, M. and Kramer, K. and Hall, L.O. and Goldgof, D.B. and Kasturi, R. and Daly, K. and Remsen, A. and Bunke, H.",
        TITLE = "Label-noise reduction with support vector machines",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3504-3508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132386"}

@inproceedings{bb136353,
        AUTHOR = "Huang, D. and Lai, J.H. and Wang, C.D.",
        TITLE = "Incremental support vector clustering with outlier detection",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2339-2342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132387"}

@inproceedings{bb136354,
        AUTHOR = "Zhang, W.Y. and Yu, S.X. and Teng, S.H.",
        TITLE = "Power SVM: Generalization with exemplar classification uncertainty",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2144-2151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132388"}

@inproceedings{bb136355,
        AUTHOR = "Han, X. and Berg, A.C.",
        TITLE = "DCMSVM:
Distributed parallel training for single-machine multiclass classifiers",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3554-3561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132389"}

@inproceedings{bb136356,
        AUTHOR = "Vedaldi, A. and Blaschko, M.B. and Zisserman, A.",
        TITLE = "Learning equivariant structured output SVM regressors",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "959-966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132390"}

@inproceedings{bb136357,
        AUTHOR = "Zhang, L.H. and Zhang, K.Y. and Dong, X.L.",
        TITLE = "Online sparse learning utilizing multi-feature combination for image
classification",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "197-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132391"}

@inproceedings{bb136358,
        AUTHOR = "Liu, X.B. and Yuan, X.T. and Yan, S.C. and Jin, H.",
        TITLE = "Multi-class semi-supervised SVMs with Positiveness Exclusive
Regularization",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "1435-1442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132392"}

@inproceedings{bb136359,
        AUTHOR = "Kapp, M.N. and Sabourin, R. and Maupin, P.",
        TITLE = "Adaptive Incremental Learning with an Ensemble of Support Vector
Machines",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4048-4051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132393"}

@inproceedings{bb136360,
        AUTHOR = "Diaz Chito, K. and Ferri, F.J. and Diaz Villanueva, W.",
        TITLE = "Null Space Based Image Recognition Using Incremental Eigendecomposition",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "313-320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132394"}

@inproceedings{bb136361,
        AUTHOR = "Diaz Chito, K. and Ferri, F.J. and Diaz Villanueva, W.",
        TITLE = "Image Recognition through Incremental Discriminative Common Vectors",
        BOOKTITLE = ACIVS10,
        YEAR = "2010",
        PAGES = "II: 304-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132395"}

@inproceedings{bb136362,
        AUTHOR = "Diaz Chito, K. and Ferri, F.J. and Diaz Villanueva, W.",
        TITLE = "An Empirical Evaluation of Common Vector Based Classification Methods
and Some Extensions",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "977-985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT132396"}

@article{bb136363,
        AUTHOR = "Pontil, M. and Verri, A.",
        TITLE = "Support Vector Machines for 3D Object Recognition",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "637-646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132397"}

@inproceedings{bb136364,
        AUTHOR = "Pontil, M. and Verri, A.",
        TITLE = "Direct aspect-based 3-D object recognition",
        BOOKTITLE = CIAP97,
        YEAR = "1997",
        PAGES = "II: 300-307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132398"}

@inproceedings{bb136365,
        AUTHOR = "Pontil, M. and Rogai, S. and Verri, A.",
        TITLE = "Recognizing 3-D objects with linear support vector machines",
        BOOKTITLE = ECCV98,
        YEAR = "1998",
        PAGES = "II: 469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132399"}

@inproceedings{bb136366,
        AUTHOR = "Pittore, M. and Basso, C. and Verri, A.",
        TITLE = "Representing and recognizing visual dynamic events with support vector
machines",
        BOOKTITLE = CIAP99,
        YEAR = "1999",
        PAGES = "18-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132400"}

@article{bb136367,
        AUTHOR = "Vishwanathan, S.V.N. and Smola, A.J. and Vidal, R.",
        TITLE = "Binet-Cauchy Kernels on Dynamical Systems and its Application to the
Analysis of Dynamic Scenes",
        JOURNAL = IJCV,
        VOLUME = "73",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "June",
        PAGES = "95-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132401"}

@article{bb136368,
        AUTHOR = "Song, Q. and Hu, W.J. and Xie, W.F.",
        TITLE = "Robust support vector machine with bullet hole image classification",
        JOURNAL = SMC-C,
        VOLUME = "32",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "November",
        PAGES = "440-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132402"}

@article{bb136369,
        AUTHOR = "Mantero, P. and Moser, G. and Serpico, S.B.",
        TITLE = "Partially Supervised Classification of Remote Sensing Images Through
SVM-Based Probability Density Estimation",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "559-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132403"}

@article{bb136370,
        AUTHOR = "Pozdnoukhov, A. and Bengio, S.",
        TITLE = "Invariances in kernel methods: From samples to objects",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1087-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132404"}

@inproceedings{bb136371,
        AUTHOR = "Pozdnoukhov, A. and Bengio, S.",
        TITLE = "Graph-based transformation manifolds for invariant pattern recognition
with kernel methods",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 1228-1231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132405"}

@inproceedings{bb136372,
        AUTHOR = "Bengio, S. and Pozdnoukhov, A.",
        TITLE = "Graph-based transformation manifolds for invariant pattern recognition
with kernel methods",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132405"}

@inproceedings{bb136373,
        AUTHOR = "Pozdnoukhov, A. and Bengio, S.",
        TITLE = "Tangent vector kernels for invariant image classification with SVMs",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 486-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132406"}

@article{bb136374,
        AUTHOR = "Mariethoz, J. and Bengio, S.",
        TITLE = "A kernel trick for sequences applied to text-independent speaker
verification systems",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2315-2324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132407"}

@article{bb136375,
        AUTHOR = "Su, L.H.",
        TITLE = "Optimizing support vector machine learning for semi-arid vegetation
mapping by using clustering analysis",
        JOURNAL = PandRS,
        VOLUME = "64",
        YEAR = "2009",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "407-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132408"}

@article{bb136376,
        AUTHOR = "Karacali, B.",
        TITLE = "Quasi-supervised learning for biomedical data analysis",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3674-3682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132409"}

@article{bb136377,
        AUTHOR = "Yu, Z.W. and Wong, H.S. and Wen, G.H.",
        TITLE = "A modified support vector machine and its application to image
segmentation",
        JOURNAL = IVC,
        VOLUME = "29",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "29-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132410"}

@article{bb136378,
        AUTHOR = "Li, C.H. and Kuo, B.C. and Lin, C.T. and Huang, C.S.",
        TITLE = "A Spatial-Contextual Support Vector Machine for Remotely Sensed Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "784-799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132411"}

@article{bb136379,
        AUTHOR = "Zhang, H. and Shi, W. and Liu, K.",
        TITLE = "Fuzzy-Topology-Integrated Support Vector Machine for Remotely Sensed
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "850-862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132412"}

@article{bb136380,
        AUTHOR = "Nanni, L. and Brahnam, S. and Lumini, A.",
        TITLE = "A simple method for improving local binary patterns by considering
non-uniform patterns",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3844-3852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132413"}

@article{bb136381,
        AUTHOR = "Nanni, L. and Brahnam, S. and Lumini, A.",
        TITLE = "Local phase quantization descriptor for improving shape
retrieval/classification",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2254-2260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132414"}

@article{bb136382,
        AUTHOR = "Nanni, L. and Lumini, A. and Brahnam, S.",
        TITLE = "Weighted Reward-Punishment Editing",
        JOURNAL = PRL,
        VOLUME = "75",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "48-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132415"}

@article{bb136383,
        AUTHOR = "Shang, C.J. and Shen, Q.A.",
        TITLE = "Rough Feature Selection For Neural Network Based Image Classification",
        JOURNAL = IJIG,
        VOLUME = "2",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "541-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132416"}

@article{bb136384,
        AUTHOR = "Shang, C.J. and Barnes, D.",
        TITLE = "Fuzzy-rough feature selection aided support vector machines for Mars
image classification",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "202-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132417"}

@inproceedings{bb136385,
        AUTHOR = "Shang, C.J. and Barnes, D.",
        TITLE = "Combining support vector machines and information gain ranking for
classification of Mars McMurdo panorama images",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1061-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132418"}

@article{bb136386,
        AUTHOR = "Tao, D.P. and Jin, L.W. and Liu, W.F. and Li, X.L.",
        TITLE = "Hessian Regularized Support Vector Machines for
Mobile Image Annotation on the Cloud",
        JOURNAL = MultMed,
        VOLUME = "15",
        YEAR = "2013",
        NUMBER = "4",
        PAGES = "833-844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132419"}

@article{bb136387,
        AUTHOR = "Sun, L. and Ge, H.W. and Yoshida, S. and Liang, Y.C. and Tan, G.Z.",
        TITLE = "Support vector description of clusters for content-based image
annotation",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "3",
        PAGES = "1361-1374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132420"}

@article{bb136388,
        AUTHOR = "Negri, R.G. and Dutra, L.V. and Sant'Anna, S.J.S.",
        TITLE = "An innovative support vector machine based method for contextual
image classification",
        JOURNAL = PandRS,
        VOLUME = "87",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "241-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132421"}

@article{bb136389,
        AUTHOR = "Irtaza, A. and Jaffar, M.A.",
        TITLE = "Categorical image retrieval through genetically optimized support
vector machines (GOSVM) and hybrid texture features",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1503-1519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132422"}

@article{bb136390,
        AUTHOR = "Qi, Y. and Zhang, G.",
        TITLE = "Strategy of active learning support vector machine for image
retrieval",
        JOURNAL = IET-CV,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "87-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132423"}

@article{bb136391,
        AUTHOR = "Koda, S. and Zeggada, A. and Melgani, F. and Nishii, R.",
        TITLE = "Spatial and Structured SVM for Multilabel Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5948-5960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132424"}

@article{bb136392,
        AUTHOR = "Vapnik, V. and Izmailov, R.",
        TITLE = "Reinforced SVM method and memorization mechanisms",
        JOURNAL = PR,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132425"}

@article{bb136393,
        AUTHOR = "Zhang, H.T. and Gao, M.F. and Ren, C.",
        TITLE = "Feature-Ensemble-Based Crop Mapping for Multi-Temporal Sentinel-2
Data Using Oversampling Algorithms and Gray Wolf Optimizer Support
Vector Machine",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132426"}

@inproceedings{bb136394,
        AUTHOR = "Yang, C. and Zhu, B. and An, F.",
        TITLE = "SVM-based method for perceptual image recognition",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "264-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132427"}

@inproceedings{bb136395,
        AUTHOR = "Kamkar, I. and Gupta, S. and Li, C. and Phung, D. and Venkatesh, S.",
        TITLE = "Stable clinical prediction using graph support vector machines",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3332-3337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132428"}

@inproceedings{bb136396,
        AUTHOR = "Wei, Z. and Hoai, M.",
        TITLE = "Region Ranking SVM for Image Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2987-2996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132429"}

@inproceedings{bb136397,
        AUTHOR = "Li, J.M.",
        TITLE = "Active Learning for Hyperspectral Image Classification with a Stacked
Autoencoders Based Neural Network",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1062-1065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132430"}

@inproceedings{bb136398,
        AUTHOR = "Sun, Z. and Wang, C. and Li, P. and Wang, H.Y. and Li, J.",
        TITLE = "Hyperspectral Image Classification with SVM-Based Domain Adaption
Classifiers",
        BOOKTITLE = CVRS12,
        YEAR = "2012",
        PAGES = "268-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132431"}

@inproceedings{bb136399,
        AUTHOR = "Chernousova, E. and Levdik, P. and Tatarchuk, A. and Mottl, V. and Windridge, D.",
        TITLE = "Non-enumerative Cross Validation for the Determination of Structural
Parameters in Feature-Selective SVMs",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3654-3659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132432"}