@inproceedings{bb104400,
        AUTHOR = "Durand, T. and Thome, N. and Cord, M. and Picard, D.",
        TITLE = "Incremental learning of latent structural SVM for weakly supervised
image classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4246-4250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100846"}

@inproceedings{bb104401,
        AUTHOR = "Wu, G. and Tian, Y. and Liu, D.",
        TITLE = "Privileged Multi-Target Support Vector Regression",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "385-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100847"}

@inproceedings{bb104402,
        AUTHOR = "Raziperchikolaei, R. and Carreira Perpinan, M.A.",
        TITLE = "Learning circulant support vector machines for fast image search",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "385-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100848"}

@inproceedings{bb104403,
        AUTHOR = "Kawulok, M. and Nalepa, J. and Dudzik, W.",
        TITLE = "An Alternating Genetic Algorithm for Selecting SVM Model and Training
Set",
        BOOKTITLE = MCPR17,
        YEAR = "2017",
        PAGES = "94-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100849"}

@inproceedings{bb104404,
        AUTHOR = "Guo, X.F. and Chen, W. and Yin, J.P.",
        TITLE = "A simple approach for unsupervised domain adaptation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1566-1570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100850"}

@inproceedings{bb104405,
        AUTHOR = "Saikia, G. and Shivagunde, S. and Saradhi, V.V. and Kannao, R.D. and Guha, P.",
        TITLE = "Multiple kernel learning using data envelopment analysis and feature
vector selection and projection",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "520-524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100851"}

@inproceedings{bb104406,
        AUTHOR = "Langenkamper, D. and Nattkemper, T.W.",
        TITLE = "COATL: A learning architecture for online real-time detection and
classification assistance for environmental data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "597-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100852"}

@inproceedings{bb104407,
        AUTHOR = "Mao, X. and Fu, Z.Y. and Wu, O. and Hu, W.M.",
        TITLE = "Fast kernel SVM training via support vector identification",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1554-1559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100853"}

@inproceedings{bb104408,
        AUTHOR = "Liu, Y.W. and Xu, J.",
        TITLE = "One-pass online SVM with extremely small space complexity",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3482-3487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100854"}

@inproceedings{bb104409,
        AUTHOR = "Li, W. and Dai, D. and Tan, M. and Xu, D. and Van Gool, L.J.",
        TITLE = "Fast Algorithms for Linear and Kernel SVM+",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2258-2266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100855"}

@inproceedings{bb104410,
        AUTHOR = "Mohapatra, P. and Dokania, P.K. and Jawahar, C.V. and Kumar, M.P.",
        TITLE = "Partial Linearization Based Optimization for Multi-class SVM",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 842-857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100856"}

@inproceedings{bb104411,
        AUTHOR = "Namin, S.R. and Alvarez, J.M. and Kneip, L. and Petersson, L.",
        TITLE = "Latent structural SVM with marginal probabilities for weakly labeled
structured learning",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3733-3737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100857"}

@inproceedings{bb104412,
        AUTHOR = "Hoseinkhani, F. and Nasersharif, B.",
        TITLE = "A feature transformation method based on multi objective particle
swarm optimization for reducing support vector machine error",
        BOOKTITLE = IPRIA15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100858"}

@inproceedings{bb104413,
        AUTHOR = "Bouchacourt, D. and Nowozin, S. and Kumar, M.P.",
        TITLE = "Entropy-Based Latent Structured Output Prediction",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2920-2928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100859"}

@inproceedings{bb104414,
        AUTHOR = "Goto, M. and Ishida, R. and Uchida, S.",
        TITLE = "Preselection of support vector candidates by relative neighborhood
graph for large-scale character recognition",
        BOOKTITLE = ICDAR15,
        YEAR = "2015",
        PAGES = "306-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100860"}

@inproceedings{bb104415,
        AUTHOR = "Stamos, D. and Martelli, S. and Nabi, M. and McDonald, A. and Murino, V. and Pontil, M.",
        TITLE = "Learning with dataset bias in latent subcategory models",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3650-3658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100861"}

@inproceedings{bb104416,
        AUTHOR = "Shah, N. and Kolmogorov, V. and Lampert, C.H.",
        TITLE = "A multi-plane block-coordinate frank-wolfe algorithm for training
structural SVMs with a costly max-oracle",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2737-2745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100862"}

@inproceedings{bb104417,
        AUTHOR = "Xu, X. and Shimada, A. and Taniguch, R.I.",
        TITLE = "Exploring Image Specific Structured Loss for Image Annotation with
Incomplete Labelling",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "I: 704-719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT100863"}

@inproceedings{bb104418,
        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#TT100864"}

@inproceedings{bb104419,
        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#TT100865"}

@inproceedings{bb104420,
        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#TT100866"}

@inproceedings{bb104421,
        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#TT100867"}

@article{bb104422,
        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#TT100868"}

@inproceedings{bb104423,
        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#TT100868"}

@inproceedings{bb104424,
        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#TT100869"}

@inproceedings{bb104425,
        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#TT100870"}

@inproceedings{bb104426,
        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#TT100871"}

@inproceedings{bb104427,
        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#TT100872"}

@inproceedings{bb104428,
        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#TT100873"}

@inproceedings{bb104429,
        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#TT100874"}

@inproceedings{bb104430,
        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#TT100875"}

@inproceedings{bb104431,
        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#TT100876"}

@inproceedings{bb104432,
        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#TT100877"}

@inproceedings{bb104433,
        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#TT100878"}

@inproceedings{bb104434,
        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#TT100879"}

@inproceedings{bb104435,
        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#TT100880"}

@inproceedings{bb104436,
        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#TT100881"}

@inproceedings{bb104437,
        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#TT100882"}

@article{bb104438,
        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#TT100883"}

@article{bb104439,
        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#TT100884"}

@article{bb104440,
        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#TT100885"}

@article{bb104441,
        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#TT100886"}

@article{bb104442,
        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#TT100887"}

@article{bb104443,
        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#TT100888"}

@article{bb104444,
        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#TT100889"}

@article{bb104445,
        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#TT100890"}

@article{bb104446,
        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#TT100891"}

@article{bb104447,
        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#TT100892"}

@inproceedings{bb104448,
        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#TT100893"}

@article{bb104449,
        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#TT100894"}

@article{bb104450,
        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#TT100895"}

@article{bb104451,
        AUTHOR = "Chen, 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#TT100896"}

@article{bb104452,
        AUTHOR = "Shen, X. and Niu, L.F. and Qi, Z. 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#TT100897"}

@article{bb104453,
        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#TT100898"}

@article{bb104454,
        AUTHOR = "Ji, Y. and Sun, S.",
        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#TT100899"}

@article{bb104455,
        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#TT100900"}

@article{bb104456,
        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#TT100901"}

@article{bb104457,
        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#TT100902"}

@article{bb104458,
        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#TT100903"}

@article{bb104459,
        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#TT100904"}

@article{bb104460,
        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#TT100905"}

@inproceedings{bb104461,
        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#TT100906"}

@inproceedings{bb104462,
        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#TT100907"}

@article{bb104463,
        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#TT100908"}

@article{bb104464,
        AUTHOR = "Zhu, X. 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#TT100909"}

@inproceedings{bb104465,
        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#TT100910"}

@inproceedings{bb104466,
        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#TT100911"}

@inproceedings{bb104467,
        AUTHOR = "Xie, W. 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#TT100912"}

@inproceedings{bb104468,
        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#TT100913"}

@inproceedings{bb104469,
        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#TT100914"}

@inproceedings{bb104470,
        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#TT100915"}

@inproceedings{bb104471,
        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#TT100916"}

@inproceedings{bb104472,
        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#TT100917"}

@inproceedings{bb104473,
        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#TT100918"}

@inproceedings{bb104474,
        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#TT100919"}

@inproceedings{bb104475,
        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#TT100920"}

@inproceedings{bb104476,
        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#TT100921"}

@inproceedings{bb104477,
        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#TT100922"}

@inproceedings{bb104478,
        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#TT100923"}

@inproceedings{bb104479,
        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#TT100924"}

@inproceedings{bb104480,
        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#TT100925"}

@article{bb104481,
        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#TT100926"}

@inproceedings{bb104482,
        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#TT100927"}

@inproceedings{bb104483,
        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#TT100928"}

@inproceedings{bb104484,
        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#TT100929"}

@article{bb104485,
        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#TT100930"}

@article{bb104486,
        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#TT100931"}

@article{bb104487,
        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#TT100932"}

@article{bb104488,
        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#TT100933"}

@inproceedings{bb104489,
        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#TT100934"}

@inproceedings{bb104490,
        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#TT100934"}

@inproceedings{bb104491,
        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#TT100935"}

@article{bb104492,
        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#TT100936"}

@article{bb104493,
        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#TT100937"}

@article{bb104494,
        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#TT100938"}

@article{bb104495,
        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#TT100939"}

@article{bb104496,
        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#TT100940"}

@article{bb104497,
        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#TT100941"}

@article{bb104498,
        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#TT100942"}

@article{bb104499,
        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#TT100943"}

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