@inproceedings{bb116600,
        AUTHOR = "Hein, M. and Lal, T.N. and Bousquet, O.",
        TITLE = "Hilbertian Metrics on Probability Measures and Their Application in
SVMs",
        BOOKTITLE = DAGM04,
        YEAR = "2004",
        PAGES = "270-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112867"}

@inproceedings{bb116601,
        AUTHOR = "Horikawa, Y.",
        TITLE = "Comparison of support vector machines with autocorrelation kernels for
invariant texture classification",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 660-663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112868"}

@inproceedings{bb116602,
        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",
        PAGES = "IV: 581-584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112869"}

@inproceedings{bb116603,
        AUTHOR = "Imbault, F. and Lebart, K.",
        TITLE = "A stochastic optimization approach for parameter tuning of support
vector machines",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 597-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112870"}

@inproceedings{bb116604,
        AUTHOR = "Hoi, S.C.H. and Lyu, M.R.",
        TITLE = "Group-based relevance feedback with support vector machine ensembles",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 874-877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112871"}

@inproceedings{bb116605,
        AUTHOR = "Chen, J.H.",
        TITLE = "M-estimator based robust kernels for support vector machines",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 168-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112872"}

@inproceedings{bb116606,
        AUTHOR = "Gokcen, I. and Joachim, D. and Deller, J.R.",
        TITLE = "Comparing optimal bounding ellipsoid and support vector machine active
learning",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 172-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112873"}

@inproceedings{bb116607,
        AUTHOR = "Zhang, P. and Peng, J. and Riedel, N.",
        TITLE = "Discriminant Analysis: A Least Squares Approximation View",
        BOOKTITLE = LCV05,
        YEAR = "2005",
        PAGES = "III: 46-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112874"}

@inproceedings{bb116608,
        AUTHOR = "Zhang, P. and Peng, J.",
        TITLE = "Efficient Regularized Least Squares Classification",
        BOOKTITLE = LCV04,
        YEAR = "2004",
        PAGES = "98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112875"}

@inproceedings{bb116609,
        AUTHOR = "Zhang, P. and Peng, J.",
        TITLE = "SVM vs regularized least squares classification",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 176-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112876"}

@inproceedings{bb116610,
        AUTHOR = "Tortorella, F.",
        TITLE = "An empirical comparison of in-learning and post-learning optimization
schemes for tuning the support vector machines in cost-sensitive
applications",
        BOOKTITLE = CIAP03,
        YEAR = "2003",
        PAGES = "560-566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112877"}

@inproceedings{bb116611,
        AUTHOR = "Yuan, C. and Casasent, D.",
        TITLE = "A novel support vector classifier with better rejection performance",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 419-424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112878"}

@inproceedings{bb116612,
        AUTHOR = "Vishwanathan, S.V.N. and Murty, M.N.",
        TITLE = "Geometric SVM: a fast and intuitive SVM algorithm",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 56-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112879"}

@inproceedings{bb116613,
        AUTHOR = "Xiao, X. and Ai, H.Z. and Xu, G.Y.",
        TITLE = "Pair-wise sequential reduced set for optimization of support vector
machines",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 860-863",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112880"}

@inproceedings{bb116614,
        AUTHOR = "Zhong, S.W. and Chang, C.I. and Zhang, Y.",
        TITLE = "Iterative Support Vector Machine for Hyperspectral Image
Classification",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3309-3312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112881"}

@inproceedings{bb116615,
        AUTHOR = "Zhang, J.P. and Zhang, Y. and Zhou, T.X.",
        TITLE = "Classification of Hyperspectral Data Using Support Vector Machine",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "I: 882-885",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112882"}

@inproceedings{bb116616,
        AUTHOR = "Nakamura, E. and Murayama, N. and Sawada, K. and Okuizumi, H.",
        TITLE = "RLGS Profile Segmentation Via a SVM",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "I: 533-536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112883"}

@inproceedings{bb116617,
        AUTHOR = "Ben Hur, A. and Horn, D. and Siegelmann, H.T. and Vapnik, V.",
        TITLE = "A Support Vector Clustering Method",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 724-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112884"}

@inproceedings{bb116618,
        AUTHOR = "Odone, F. and Trucco, M. and Verri, A.",
        TITLE = "Visual Learning of Weight from Shape Using Support Vector Machines",
        BOOKTITLE = BMVC98,
        YEAR = "1998",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112885"}

@inproceedings{bb116619,
        AUTHOR = "Pawlak, M. and Ng, M.F.Y.F.",
        TITLE = "On kernel and radial basis function techniques for classification and
function recovering",
        BOOKTITLE = ICPR94,
        YEAR = "1994",
        PAGES = "B:454-456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112886"}

@inproceedings{bb116620,
        AUTHOR = "Pawlak, M. and Siedlecki, W.",
        TITLE = "Kernel classification rules in the presence of missing values",
        BOOKTITLE = ICPR90,
        YEAR = "1990",
        PAGES = "I: 677-680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112887"}

@article{bb116621,
        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#TT112888"}

@article{bb116622,
        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#TT112889"}

@article{bb116623,
        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#TT112890"}

@article{bb116624,
        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#TT112891"}

@article{bb116625,
        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#TT112892"}

@article{bb116626,
        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#TT112893"}

@article{bb116627,
        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#TT112894"}

@article{bb116628,
        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#TT112895"}

@article{bb116629,
        AUTHOR = "Ghoggali, N. and Melgani, F. and Bazi, Y.",
        TITLE = "A Multiobjective Genetic SVM Approach for Classification Problems With
Limited Training Samples",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1707-1718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112896"}

@article{bb116630,
        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#TT112897"}

@article{bb116631,
        AUTHOR = "Paoli, A. and Melgani, F. and Pasolli, E.",
        TITLE = "Clustering of Hyperspectral Images Based on Multiobjective Particle
Swarm Optimization",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4175-4188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112898"}

@article{bb116632,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "On-line independent support vector machines",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1402-1412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112899"}

@inproceedings{bb116633,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "Indoor Place Recognition using Online Independent Support Vector
Machines",
        BOOKTITLE = BMVC07,
        YEAR = "2007",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112900"}

@inproceedings{bb116634,
        AUTHOR = "Jie, L. and Orabona, F. and Fornoni, M. and Caputo, B. and Cesa Bianchi, N.",
        TITLE = "OM-2: An online multi-class Multi-Kernel Learning algorithm",
        BOOKTITLE = OLCV10,
        YEAR = "2010",
        PAGES = "43-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112901"}

@inproceedings{bb116635,
        AUTHOR = "Orabona, F. and Jie, L. and Caputo, B.",
        TITLE = "Online-batch strongly convex Multi Kernel Learning",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "787-794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112902"}

@inproceedings{bb116636,
        AUTHOR = "Jie, L. and Orabona, F. and Caputo, B.",
        TITLE = "An Online Framework for Learning Novel Concepts over Multiple Cues",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "I: 269-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112903"}

@article{bb116637,
        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#TT112904"}

@inproceedings{bb116638,
        AUTHOR = "Tommasi, T. and Orabona, F. and Caputo, B.",
        TITLE = "Safety in numbers:
Learning categories from few examples with multi model knowledge transfer",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3081-3088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112905"}

@inproceedings{bb116639,
        AUTHOR = "Tommasi, T. and Caputo, B.",
        TITLE = "The more you know, the less you learn: from knowledge transfer to
one-shot learning of object categories",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112906"}

@article{bb116640,
        AUTHOR = "Kuzborskij, I. and Orabona, F. and Caputo, B.",
        TITLE = "Scalable greedy algorithms for transfer learning",
        JOURNAL = CVIU,
        VOLUME = "156",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "174-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112907"}

@inproceedings{bb116641,
        AUTHOR = "Tommasi, T. and Orabona, F. and Kaboli, M. and Caputo, B.",
        TITLE = "Leveraging over prior knowledge for online learning of visual
categories",
        BOOKTITLE = BMVC12,
        YEAR = "2012",
        PAGES = "87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112908"}

@inproceedings{bb116642,
        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#TT112909"}

@article{bb116643,
        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#TT112910"}

@article{bb116644,
        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#TT112911"}

@article{bb116645,
        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#TT112912"}

@article{bb116646,
        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#TT112913"}

@article{bb116647,
        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#TT112914"}

@article{bb116648,
        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#TT112915"}

@inproceedings{bb116649,
        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#TT112916"}

@article{bb116650,
        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#TT112917"}

@book{bb116651,
        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#TT112917"}

@article{bb116652,
        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#TT112918"}

@article{bb116653,
        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#TT112919"}

@article{bb116654,
        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#TT112920"}

@article{bb116655,
        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#TT112921"}

@article{bb116656,
        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#TT112922"}

@article{bb116657,
        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#TT112923"}

@article{bb116658,
        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#TT112924"}

@article{bb116659,
        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#TT112925"}

@article{bb116660,
        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#TT112926"}

@article{bb116661,
        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#TT112927"}

@article{bb116662,
        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#TT112928"}

@article{bb116663,
        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#TT112929"}

@article{bb116664,
        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#TT112930"}

@article{bb116665,
        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#TT112931"}

@article{bb116666,
        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#TT112932"}

@inproceedings{bb116667,
        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#TT112933"}

@inproceedings{bb116668,
        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#TT112934"}

@article{bb116669,
        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#TT112935"}

@article{bb116670,
        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#TT112936"}

@inproceedings{bb116671,
        AUTHOR = "Canu, S.",
        TITLE = "Recent Advances in Kernel Machines",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112937"}

@inproceedings{bb116672,
        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#TT112938"}

@article{bb116673,
        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#TT112939"}

@article{bb116674,
        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#TT112940"}

@article{bb116675,
        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#TT112941"}

@article{bb116676,
        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#TT112942"}

@article{bb116677,
        AUTHOR = "Fan, Q. and Wang, Z. and Zha, H.Y. and Gao, D.",
        TITLE = "MREKLM: A fast multiple empirical kernel learning machine",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "197-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112943"}

@article{bb116678,
        AUTHOR = "Dong, A. and Chung, F.l. and Deng, Z. and Wang, S.",
        TITLE = "Semi-Supervised SVM With Extended Hidden Features",
        JOURNAL = Cyber,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2924-2937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112944"}

@article{bb116679,
        AUTHOR = "Jung, H.G.",
        TITLE = "Support vector number reduction by extending iterative preimage
addition using genetic algorithm-based preimage estimation",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "43-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112945"}

@article{bb116680,
        AUTHOR = "Jung, H.G.",
        TITLE = "Analysis of reduced-set construction using image reconstruction from a
HOG feature vector",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "December",
        PAGES = "725-732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112946"}

@article{bb116681,
        AUTHOR = "Morales, R.D. and Vazquez, A.N.",
        TITLE = "Improving the efficiency of IRWLS SVMs using parallel Cholesky
factorization",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "91-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112947"}

@article{bb116682,
        AUTHOR = "Duarte, E. and Wainer, J.",
        TITLE = "Empirical comparison of cross-validation and internal metrics for
tuning SVM hyperparameters",
        JOURNAL = PRL,
        VOLUME = "88",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "6-11",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112948"}

@article{bb116683,
        AUTHOR = "Chu, D.J. and Zhang, C.S. and Tao, Q.",
        TITLE = "A faster cutting plane algorithm with accelerated line search for
linear SVM",
        JOURNAL = PR,
        VOLUME = "67",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "127-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112949"}

@article{bb116684,
        AUTHOR = "Ding, S. and Zhang, X. and An, Y. and Xue, Y.",
        TITLE = "Weighted linear loss multiple birth support vector machine based on
information granulation for multi-class classification",
        JOURNAL = PR,
        VOLUME = "67",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "32-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112950"}

@article{bb116685,
        AUTHOR = "Du, M.J. and Ding, S. and Xue, Y.",
        TITLE = "A novel density peaks clustering algorithm for mixed data",
        JOURNAL = PRL,
        VOLUME = "97",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "46-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112951"}

@article{bb116686,
        AUTHOR = "Ping, Y. and Tian, Y.J. and Guo, C. and Wang, B.C. and Yang, Y.",
        TITLE = "FRSVC: Towards making support vector clustering consume less",
        JOURNAL = PR,
        VOLUME = "69",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "286-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112952"}

@article{bb116687,
        AUTHOR = "Tharwat, A. and Hassanien, A.E. and Elnaghi, B.E.",
        TITLE = "A BA-based algorithm for parameter optimization of Support Vector
Machine",
        JOURNAL = PRL,
        VOLUME = "93",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "13-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112953"}

@article{bb116688,
        AUTHOR = "Wang, X. and Thome, N. and Cord, M.",
        TITLE = "Gaze latent support vector machine for image classification improved
by weakly supervised region selection",
        JOURNAL = PR,
        VOLUME = "72",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "59-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112954"}

@inproceedings{bb116689,
        AUTHOR = "Wang, X. and Thome, N. and Cord, M.",
        TITLE = "Gaze latent support vector machine for image classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "236-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112955"}

@article{bb116690,
        AUTHOR = "Gonzalez Serrano, F.J. and Navia Vazquez, A. and Amor Martin, A.",
        TITLE = "Training Support Vector Machines with privacy-protected data",
        JOURNAL = PR,
        VOLUME = "72",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "93-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112956"}

@article{bb116691,
        AUTHOR = "Zuo, W. and Wang, F. and Zhang, D. and Lin, L. and Huang, Y. and Meng, D. and Zhang, L.",
        TITLE = "Distance Metric Learning via Iterated Support Vector Machines",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4937-4950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112957"}

@article{bb116692,
        AUTHOR = "Chum, O.",
        TITLE = "Optimizing explicit feature maps on intervals",
        JOURNAL = IVC,
        VOLUME = "66",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "36-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112958"}

@article{bb116693,
        AUTHOR = "Liu, Y. and Wen, K. and Gao, Q. and Gao, X. and Nie, F.P.",
        TITLE = "SVM based multi-label learning with missing labels for image
annotation",
        JOURNAL = PR,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "307-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112959"}

@article{bb116694,
        AUTHOR = "Kumar, D. and Thakur, M.",
        TITLE = "All-in-one multicategory least squares nonparallel hyperplanes
support vector machine",
        JOURNAL = PRL,
        VOLUME = "105",
        YEAR = "2018",
        PAGES = "165-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112960"}

@article{bb116695,
        AUTHOR = "Melki, G. and Cano, A. and Ventura, S.",
        TITLE = "MIRSVM: Multi-instance support vector machine with bag
representatives",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "228-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112961"}

@article{bb116696,
        AUTHOR = "An, Y.X. and Ding, S.F. and Shi, S.H. and Li, J.C.",
        TITLE = "Discrete space reinforcement learning algorithm based on support
vector machine classification",
        JOURNAL = PRL,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "30-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112962"}

@article{bb116697,
        AUTHOR = "Yang, Z.J. and Xu, Y.T.",
        TITLE = "A safe sample screening rule for Laplacian twin parametric-margin
support vector machine",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "1-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112963"}

@article{bb116698,
        AUTHOR = "Wang, Q.C. and Fu, G.Y. and Li, L.L. and Wang, H.Q. and Li, Y.Q.",
        TITLE = "Data-dependent multiple kernel learning algorithm based on
soft-grouping",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "111-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112964"}

@article{bb116699,
        AUTHOR = "Agarwal, N. and Balasubramanian, V.N. and Jawahar, C.V.",
        TITLE = "Improving multiclass classification by deep networks using DAGSVM and
Triplet Loss",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "184-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT112965"}

Last update:Oct 16, 2021 at 11:54:21