@article{bb135900,
        AUTHOR = "Chen, G.Y. and Dudek, G.",
        TITLE = "Auto-correlation wavelet support vector machine",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "8",
        MONTH = "July",
        PAGES = "1040-1046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131938"}

@inproceedings{bb135901,
        AUTHOR = "Chen, G.Y. and Dudek, G.",
        TITLE = "Auto-Correlation Wavelet Support Vector Machine and Its Applications to
Regression",
        BOOKTITLE = CRV05,
        YEAR = "2005",
        PAGES = "246-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131939"}

@article{bb135902,
        AUTHOR = "Chen, J. and Wang, C. and Wang, R.",
        TITLE = "Using Stacked Generalization to Combine SVMs in Magnitude and Shape
Feature Spaces for Classification of Hyperspectral Data",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2193-2205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131940"}

@article{bb135903,
        AUTHOR = "Peleg, D. and Meir, R.",
        TITLE = "A sparsity driven kernel machine based on minimizing a generalization
error bound",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2607-2614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131941"}

@article{bb135904,
        AUTHOR = "Tuia, D. and Pacifici, F. and Kanevski, M. and Emery, W.J.",
        TITLE = "Classification of Very High Spatial Resolution Imagery Using
Mathematical Morphology and Support Vector Machines",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3866-3879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131942"}

@article{bb135905,
        AUTHOR = "Zhao, W.Z. and Du, S.H. and Wang, Q. and Emery, W.J.",
        TITLE = "Contextually guided very-high-resolution imagery classification with
semantic segments",
        JOURNAL = PandRS,
        VOLUME = "132",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "48-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131943"}

@article{bb135906,
        AUTHOR = "Tuia, D. and Camps Valls, G. and Matasci, G. and Kanevski, M.",
        TITLE = "Learning Relevant Image Features with Multiple-Kernel Classification",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3780-3791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131944"}

@article{bb135907,
        AUTHOR = "Volpi, M. and Tuia, D. and Kanevski, M.",
        TITLE = "Memory-Based Cluster Sampling for Remote Sensing Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3096-3106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131945"}

@article{bb135908,
        AUTHOR = "Matasci, G. and Volpi, M. and Kanevski, M. and Bruzzone, L. and Tuia, D.",
        TITLE = "Semisupervised Transfer Component Analysis for Domain Adaptation in
Remote Sensing Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3550-3564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131946"}

@article{bb135909,
        AUTHOR = "Huang, X. and Shi, L. and Suykens, J.A.K.",
        TITLE = "Support Vector Machine Classifier With Pinball Loss",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "984-997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131947"}

@article{bb135910,
        AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
        TITLE = "Object classification by fusing SVMs and Gaussian mixtures",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2476-2484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131948"}

@inproceedings{bb135911,
        AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
        TITLE = "SVMs, Gaussian mixtures, and their generative/discriminative fusion",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131949"}

@inproceedings{bb135912,
        AUTHOR = "Weyand, T. and Deselaers, T. and Ney, H.",
        TITLE = "Log-linear Mixtures for Object Class Recognition",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131950"}

@article{bb135913,
        AUTHOR = "Munoz, A. and Gonzalez, J.",
        TITLE = "Representing Functional Data Using Support Vector Machines",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "511-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131951"}

@inproceedings{bb135914,
        AUTHOR = "Gonzalez, J. and Munoz, A.",
        TITLE = "Representing Functional Data Using Support Vector Machines",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "332-339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131951"}

@inproceedings{bb135915,
        AUTHOR = "Munoz, A. and Gonzalez, J. and de Diego, I.M.",
        TITLE = "Local Linear Approximation for Kernel Methods: The Railway Kernel",
        BOOKTITLE = CIARP06,
        YEAR = "2006",
        PAGES = "936-944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131952"}

@inproceedings{bb135916,
        AUTHOR = "Moguerza, J.M. and Munoz, A. and de Diego, I.M.",
        TITLE = "Fusion of Gaussian Kernels Within Support Vector Classification",
        BOOKTITLE = CIARP06,
        YEAR = "2006",
        PAGES = "945-953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131953"}

@article{bb135917,
        AUTHOR = "Lin, H.J. and Yeh, J.P.",
        TITLE = "A hybrid optimization strategy for simplifying the solutions of support
vector machines",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "563-571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131954"}

@article{bb135918,
        AUTHOR = "Wang, X.M. and Chung, F.L. and Wang, S.T.",
        TITLE = "On minimum class locality preserving variance support vector machine",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2753-2762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131955"}

@article{bb135919,
        AUTHOR = "Glasmachers, T. and Igel, C.",
        TITLE = "Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with
Multiple Parameters",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1522-1528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131956"}

@article{bb135920,
        AUTHOR = "Cevikalp, H.",
        TITLE = "New clustering algorithms for the support vector machine based
hierarchical classification",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1285-1291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131957"}

@article{bb135921,
        AUTHOR = "Saha, S.K. and Narayan, S. and Sarkar, S. and Mitra, P.",
        TITLE = "A composite kernel for named entity recognition",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1591-1597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131958"}

@article{bb135922,
        AUTHOR = "Kumar, M.A. and Gopal, M.",
        TITLE = "A hybrid SVM based decision tree",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3977-3987",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131959"}

@article{bb135923,
        AUTHOR = "Giacco, F. and Thiel, C. and Pugliese, L. and Scarpetta, S. and Marinaro, M.",
        TITLE = "Uncertainty Analysis for the Classification of Multispectral Satellite
Images Using SVMs and SOMs",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3769-3779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131960"}

@article{bb135924,
        AUTHOR = "Huang, K.Z. and Zheng, D.N. and Sun, J. and Hotta, Y. and Fujimoto, K. and Naoi, S.",
        TITLE = "Sparse learning for support vector classification",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1944-1951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131961"}

@article{bb135925,
        AUTHOR = "Ye, Q. and Zhao, C.X. and Ye, N. and Chen, Y.N.",
        TITLE = "Multi-weight vector projection support vector machines",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "2006-2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131962"}

@article{bb135926,
        AUTHOR = "Ye, Q. and Ye, N. and Yin, T.M.",
        TITLE = "Enhanced multi-weight vector projection support vector machine",
        JOURNAL = PRL,
        VOLUME = "42",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "91-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131963"}

@article{bb135927,
        AUTHOR = "Bovolo, F. and Bruzzone, L. and Carlin, L.",
        TITLE = "A Novel Technique for Subpixel Image Classification Based on Support
Vector Machine",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2983-2999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131964"}

@article{bb135928,
        AUTHOR = "Ertekin, S. and Bottou, L. and Giles, C.L.",
        TITLE = "Nonconvex Online Support Vector Machines",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "368-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131965"}

@article{bb135929,
        AUTHOR = "Han, D.Q. and Han, C.Z. and Yang, Y.",
        TITLE = "A novel classifier based on shortest feature line segment",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "485-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131966"}

@inproceedings{bb135930,
        AUTHOR = "Han, D.Q. and Han, C.Z. and Yang, Y. and Liu, Y. and Mao, W.T.",
        TITLE = "Pre-extracting method for SVM classification based on the
non-parametric K-NN rule",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131967"}

@article{bb135931,
        AUTHOR = "Chang, C.C. and Chien, L.J. and Lee, Y.J.",
        TITLE = "A novel framework for multi-class classification via ternary smooth
support vector machine",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1235-1244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131968"}

@article{bb135932,
        AUTHOR = "Guo, L.H. and Jin, L.W.",
        TITLE = "Laplacian Support Vector Machines with Multi-Kernel Learning",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "379-383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131969"}

@article{bb135933,
        AUTHOR = "Sahbi, H. and Audibert, J.Y. and Keriven, R.",
        TITLE = "Context-Dependent Kernels for Object Classification",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "699-708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131970"}

@inproceedings{bb135934,
        AUTHOR = "Sahbi, H. and Audibert, J.Y. and Rabarisoa, J. and Keriven, R.",
        TITLE = "Context-dependent kernel design for object matching and recognition",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131971"}

@inproceedings{bb135935,
        AUTHOR = "Sahbi, H. and Fleuret, F.",
        TITLE = "Scale-Invariance of Support Vector Machines based on the Triangular
Kernel",
        BOOKTITLE = INRIA,
        YEAR = "2002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131972"}

@inproceedings{bb135936,
        AUTHOR = "Sahbi, H. and Li, X.",
        TITLE = "Context-Based Support Vector Machines for Interconnected Image
Annotation",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "I: 214-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131973"}

@article{bb135937,
        AUTHOR = "Jiu, M. and Sahbi, H.",
        TITLE = "Nonlinear Deep Kernel Learning for Image Annotation",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1820-1832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131974"}

@article{bb135938,
        AUTHOR = "Veenman, C.J. and Bolck, A.",
        TITLE = "A sparse nearest mean classifier for high dimensional multi-class
problems",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "854-859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131975"}

@article{bb135939,
        AUTHOR = "Ozer, S. and Chen, C.H. and Cirpan, H.A.",
        TITLE = "A set of new Chebyshev kernel functions for support vector machine
pattern classification",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1435-1447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131976"}

@inproceedings{bb135940,
        AUTHOR = "Ozer, S. and Chen, C.H.",
        TITLE = "Generalized Chebyshev Kernels for Support Vector Classification",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131977"}

@article{bb135941,
        AUTHOR = "Ozer, S.",
        TITLE = "Similarity Domains Machine for Scale-Invariant and Sparse Shape
Modeling",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "534-545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131978"}

@article{bb135942,
        AUTHOR = "Wang, Z. and Yan, S.C. and Zhang, C.S.",
        TITLE = "Active learning with adaptive regularization",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2375-2383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131979"}

@article{bb135943,
        AUTHOR = "Peng, X.J.",
        TITLE = "TPMSVM: A novel twin parametric-margin support vector machine for
pattern recognition",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2678-2692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131980"}

@article{bb135944,
        AUTHOR = "Chen, X.B. and Yang, J. and Ye, Q.L. and Liang, J.",
        TITLE = "Recursive projection twin support vector machine via within-class
variance minimization",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2643-2655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131981"}

@article{bb135945,
        AUTHOR = "Wittek, P. and Tan, C.L.",
        TITLE = "Compactly Supported Basis Functions as Support Vector Kernels for
Classification",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2039-2050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131982"}

@article{bb135946,
        AUTHOR = "Laanaya, H. and Abdallah, F. and Snoussi, H. and Richard, C.",
        TITLE = "Learning general Gaussian kernel hyperparameters of SVMs using
optimization on symmetric positive-definite matrices manifold",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1511-1515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131983"}

@article{bb135947,
        AUTHOR = "Li, B. and Song, S.J. and Li, K.",
        TITLE = "Improved conjugate gradient implementation for least squares support
vector machines",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "121-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131984"}

@article{bb135948,
        AUTHOR = "Clark, A.R.J. and Everson, R.M.",
        TITLE = "Multi-objective learning of Relevance Vector Machine classifiers with
multi-resolution kernels",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3535-3543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131985"}

@article{bb135949,
        AUTHOR = "Gkalelis, N. and Mezaris, V. and Kompatsiaris, I. and Stathaki, T.",
        TITLE = "Linear Subclass Support Vector Machines",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "575-578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131986"}

@article{bb135950,
        AUTHOR = "Wu, J.X.",
        TITLE = "Efficient HIK SVM Learning for Image Classification",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4442-4453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131987"}

@inproceedings{bb135951,
        AUTHOR = "Wu, J.X.",
        TITLE = "Power mean SVM for large scale visual classification",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2344-2351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131988"}

@inproceedings{bb135952,
        AUTHOR = "Wu, J.X.",
        TITLE = "A Fast Dual Method for HIK SVM Learning",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 552-565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131989"}

@article{bb135953,
        AUTHOR = "Wang, C.D. and Lai, J.H.",
        TITLE = "Position regularized Support Vector Domain Description",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "875-884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131990"}

@article{bb135954,
        AUTHOR = "Gonzalez Abril, L. and Velasco, F. and Angulo, C. and Ortega, J.A.",
        TITLE = "A study on output normalization in multiclass SVMs",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "344-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131991"}

@article{bb135955,
        AUTHOR = "Minoura, K. and Tamura, S. and Hayamizu, S.",
        TITLE = "Probabilistic expression of Polynomial Semantic Indexing and its
application for classification",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "13",
        PAGES = "1485-1489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131992"}

@article{bb135956,
        AUTHOR = "Abrahamsen, T.J. and Hansen, L.K.",
        TITLE = "Variance inflation in high dimensional Support Vector Machines",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "16",
        PAGES = "2173-2180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131993"}

@article{bb135957,
        AUTHOR = "Faußer, S. and Schwenker, F.",
        TITLE = "Semi-supervised clustering of large data sets with kernel methods",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "78-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131994"}

@inproceedings{bb135958,
        AUTHOR = "Faußer, S. and Schwenker, F.",
        TITLE = "Clustering large datasets with kernel methods",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "501-504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131995"}

@article{bb135959,
        AUTHOR = "Cheng, Q.A. and Tezcan, J. and Cheng, J.",
        TITLE = "Confidence and prediction intervals for semiparametric mixed-effect
least squares support vector machine",
        JOURNAL = PRL,
        VOLUME = "40",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "88-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131996"}

@article{bb135960,
        AUTHOR = "Demir, B. and Bruzzone, L.",
        TITLE = "A multiple criteria active learning method for support vector
regression",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "7",
        PAGES = "2558-2567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131997"}

@inproceedings{bb135961,
        AUTHOR = "Demir, B. and Ertrk, S.",
        TITLE = "Improving SVM classification accuracy using a hierarchical approach for
hyperspectral images",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2849-2852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131998"}

@article{bb135962,
        AUTHOR = "Serra Toro, C. and Traver, V.J. and Pla, F.",
        TITLE = "Exploring some practical issues of SVM+:
Is really privileged information that helps?",
        JOURNAL = PRL,
        VOLUME = "42",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "40-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT131999"}

@article{bb135963,
        AUTHOR = "Chen, W.J. and Shao, Y.H. and Li, C.N. and Deng, N.Y.",
        TITLE = "MLTSVM: A novel twin support vector machine to multi-label learning",
        JOURNAL = PR,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "61-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132000"}

@article{bb135964,
        AUTHOR = "Zhang, H.X. and Cao, L.L. and Gao, S.",
        TITLE = "A locality correlation preserving support vector machine",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3168-3178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132001"}

@article{bb135965,
        AUTHOR = "Tuia, D. and Volpi, M. and Dalla Mura, M. and Rakotomamonjy, A. and Flamary, R.",
        TITLE = "Automatic Feature Learning for Spatio-Spectral Image Classification
With Sparse SVM",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6062-6074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132002"}

@article{bb135966,
        AUTHOR = "Nasiri, J.A. and Charkari, N.M. and Jalili, S.",
        TITLE = "Least squares twin multi-class classification support vector machine",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "984-992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132003"}

@article{bb135967,
        AUTHOR = "Peng, S.L. and Hu, Q.H. and Chen, Y.L. and Dang, J.",
        TITLE = "Improved support vector machine algorithm for heterogeneous data",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "6",
        PAGES = "2072-2083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132004"}

@article{bb135968,
        AUTHOR = "Chen, J.H. and Takiguchi, T. and Ariki, Y.",
        TITLE = "A robust SVM classification framework using PSM for multi-class
recognition",
        JOURNAL = JIVP,
        VOLUME = "2015",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132005"}

@inproceedings{bb135969,
        AUTHOR = "Chen, J.H. and Takiguchi, T. and Ariki, Y.",
        TITLE = "Multithreading AdaBoost framework for object recognition",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1235-1239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132006"}

@inproceedings{bb135970,
        AUTHOR = "Chen, J.H. and Kitano, Y. and Li, Y.T. and Takiguchi, T. and Ariki, Y.",
        TITLE = "A Robust Learning Framework Using PSM and Ameliorated SVMs for
Emotional Recognition",
        BOOKTITLE = CV4AC14,
        YEAR = "2014",
        PAGES = "629-643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132007"}

@article{bb135971,
        AUTHOR = "Xu, J. and Tang, Y.Y. and Zou, B. and Xu, Z.B. and Li, L.Q. and Lu, Y. and Zhang, B.",
        TITLE = "The Generalization Ability of SVM Classification Based on Markov
Sampling",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1169-1179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132008"}

@article{bb135972,
        AUTHOR = "Li, Y. and Tian, X.M. and Song, M.L. and Tao, D.C.",
        TITLE = "Multi-task proximal support vector machine",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "10",
        PAGES = "3249-3257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132009"}

@article{bb135973,
        AUTHOR = "Bae, J.S. and Kim, J.O.",
        TITLE = "Multiclass Probabilistic Classification for Support Vector Machines",
        JOURNAL = IEICE,
        VOLUME = "E98-D",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1251-1255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132010"}

@article{bb135974,
        AUTHOR = "Zheng, S.F.",
        TITLE = "Smoothly approximated support vector domain description",
        JOURNAL = PR,
        VOLUME = "49",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "55-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132011"}

@article{bb135975,
        AUTHOR = "Ferreira, M.R.P. and de Carvalho, F.A.T. and Simoes, E.C.",
        TITLE = "Kernel-based hard clustering methods with kernelization of the metric
and automatic weighting of the variables",
        JOURNAL = PR,
        VOLUME = "51",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "310-321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132012"}

@article{bb135976,
        AUTHOR = "de Carvalho, F.A.T. and Simoes, E.C. and Santana, L.V.C. and Ferreira, M.R.P.",
        TITLE = "Gaussian kernel c-means hard clustering algorithms with automated
computation of the width hyper-parameters",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "370-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132013"}

@article{bb135977,
        AUTHOR = "Simoes, E.C. and de Carvalho, F.A.T.",
        TITLE = "Gaussian kernel fuzzy c-means with width parameter computation and
regularization",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109749",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132014"}

@article{bb135978,
        AUTHOR = "Osadchy, M. and Keren, D. and Raviv, D.",
        TITLE = "Recognition Using Hybrid Classifiers",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "759-771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132015"}

@inproceedings{bb135979,
        AUTHOR = "Osadchy, M. and Keren, D. and Fadida Specktor, B.",
        TITLE = "Hybrid Classifiers for Object Classification with a Rich Background",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "V: 284-297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132016"}

@inproceedings{bb135980,
        AUTHOR = "Osadchy, M. and Keren, D.",
        TITLE = "Incorporating the Boltzmann Prior in Object Detection Using SVM",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "II: 2095-2101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132017"}

@article{bb135981,
        AUTHOR = "Samat, A. and Gamba, P. and Abuduwaili, J. and Liu, S.C. and Miao, Z.",
        TITLE = "Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image
Classification by Unsupervised Subspace Feature Transfer",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "3",
        PAGES = "234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132018"}

@article{bb135982,
        AUTHOR = "Moghaddam, V.H. and Hamidzadeh, J.",
        TITLE = "New Hermite orthogonal polynomial kernel and combined kernels in
Support Vector Machine classifier",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "921-935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132019"}

@article{bb135983,
        AUTHOR = "Ji, Y.S. and Chen, Y.S. and Fu, H.H. and Yang, G.W.",
        TITLE = "An EnKF-based scheme to optimize hyper-parameters and features for
SVM classifier",
        JOURNAL = PR,
        VOLUME = "62",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "202-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132020"}

@article{bb135984,
        AUTHOR = "Xu, G. and Cao, Z. and Hu, B.G. and Principe, J.C.",
        TITLE = "Robust support vector machines based on the rescaled hinge loss
function",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "139-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132021"}

@article{bb135985,
        AUTHOR = "Cheng, F.Y. and Zhang, J. and Li, Z.Y. and Tang, M.Z.",
        TITLE = "Double distribution support vector machine",
        JOURNAL = PRL,
        VOLUME = "88",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "20-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132022"}

@article{bb135986,
        AUTHOR = "Lin, L. and Wang, G.R. and Zuo, W.M. and Feng, X.C. and Zhang, L.",
        TITLE = "Cross-Domain Visual Matching via Generalized Similarity Measure and
Feature Learning",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1089-1102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132023"}

@article{bb135987,
        AUTHOR = "Wang, S.S. and Zhang, L. and Zuo, W.M. and Zhang, B.",
        TITLE = "Class-Specific Reconstruction Transfer Learning for Visual
Recognition Across Domains",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "2424-2438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132024"}

@inproceedings{bb135988,
        AUTHOR = "Wang, S.S. and Zhang, L. and Zuo, W.M.",
        TITLE = "Class-Specific Reconstruction Transfer Learning via Sparse Low-Rank
Constraint",
        BOOKTITLE = CEFR-LCV17,
        YEAR = "2017",
        PAGES = "949-957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132025"}

@article{bb135989,
        AUTHOR = "Gu, B. and Sheng, V.S. and Tay, K.Y. and Romano, W. and Li, S.",
        TITLE = "Cross Validation Through Two-Dimensional Solution Surface for
Cost-Sensitive SVM",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1103-1121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132026"}

@article{bb135990,
        AUTHOR = "Zhang, X. and Zhang, X.",
        TITLE = "Withdrawn: Adaptive multiclass support vector machine for multimodal data
analysis",
        JOURNAL = PR,
        VOLUME = "70",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "177-184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132027"}

@article{bb135991,
        AUTHOR = "Zhang, X. and Zhang, X.",
        TITLE = "Withdrawn: Adaptive multiclass support vector machine for multimodal data
analysis",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132027"}

@article{bb135992,
        AUTHOR = "Maggu, J. and Majumdar, A.",
        TITLE = "Kernel transform learning",
        JOURNAL = PRL,
        VOLUME = "98",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "117-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132028"}

@inproceedings{bb135993,
        AUTHOR = "Maggu, J. and Majumdar, A.",
        TITLE = "Greedy deep transform learning",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1822-1826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132029"}

@article{bb135994,
        AUTHOR = "Yan, H. and Ye, Q.L. and Zhang, T.A. and Yu, D.J. and Yuan, X. and Xu, Y.Q. and Fu, L.Y.",
        TITLE = "Least squares twin bounded support vector machines based on L1-norm
distance metric for classification",
        JOURNAL = PR,
        VOLUME = "74",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "434-447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132030"}

@article{bb135995,
        AUTHOR = "Dai, J.S. and Xu, W.C. and Ye, Z.F. and Chang, C.Q.",
        TITLE = "Effective subset approach for SVMpath singularities",
        JOURNAL = PRL,
        VOLUME = "100",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "51-58",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132031"}

@article{bb135996,
        AUTHOR = "Zheng, Q.Q. and Zhu, F.Y. and Qin, J. and Chen, B.D. and Heng, P.A.",
        TITLE = "Sparse Support Matrix Machine",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "715-726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132032"}

@article{bb135997,
        AUTHOR = "Chen, G. and Xu, R. and Yang, Z.",
        TITLE = "Deep ranking structural support vector machine for image tagging",
        JOURNAL = PRL,
        VOLUME = "105",
        YEAR = "2018",
        PAGES = "30-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132033"}

@article{bb135998,
        AUTHOR = "Gu, B. and Quan, X. and Gu, Y.H. and Sheng, V.S. and Zheng, G.S.",
        TITLE = "Chunk incremental learning for cost-sensitive hinge loss support
vector machine",
        JOURNAL = PR,
        VOLUME = "83",
        YEAR = "2018",
        PAGES = "196-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132034"}

@article{bb135999,
        AUTHOR = "Chen, H.Y. and Yu, Y. and Jia, Y.Z. and Gu, B.",
        TITLE = "Incremental learning for transductive support vector machine",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "108982",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132035"}