@article{bb156800,
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#TT152694"}
@article{bb156801,
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#TT152695"}
@article{bb156802,
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#TT152696"}
@article{bb156803,
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#TT152697"}
@article{bb156804,
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#TT152698"}
@article{bb156805,
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#TT152699"}
@article{bb156806,
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#TT152700"}
@article{bb156807,
AUTHOR = "Ye, Q.L. 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#TT152701"}
@article{bb156808,
AUTHOR = "Ye, Q.L. 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#TT152702"}
@article{bb156809,
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#TT152703"}
@article{bb156810,
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#TT152704"}
@article{bb156811,
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#TT152705"}
@inproceedings{bb156812,
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#TT152706"}
@article{bb156813,
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#TT152707"}
@article{bb156814,
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#TT152708"}
@article{bb156815,
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#TT152709"}
@inproceedings{bb156816,
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#TT152710"}
@inproceedings{bb156817,
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#TT152711"}
@inproceedings{bb156818,
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#TT152712"}
@article{bb156819,
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#TT152713"}
@article{bb156820,
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#TT152714"}
@article{bb156821,
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#TT152715"}
@inproceedings{bb156822,
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#TT152716"}
@article{bb156823,
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#TT152717"}
@article{bb156824,
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#TT152718"}
@article{bb156825,
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#TT152719"}
@article{bb156826,
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#TT152720"}
@article{bb156827,
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#TT152721"}
@article{bb156828,
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#TT152722"}
@article{bb156829,
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#TT152723"}
@article{bb156830,
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#TT152724"}
@article{bb156831,
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#TT152725"}
@inproceedings{bb156832,
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#TT152726"}
@inproceedings{bb156833,
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#TT152727"}
@article{bb156834,
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#TT152728"}
@article{bb156835,
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#TT152729"}
@article{bb156836,
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#TT152730"}
@article{bb156837,
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#TT152731"}
@article{bb156838,
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#TT152732"}
@inproceedings{bb156839,
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#TT152733"}
@article{bb156840,
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#TT152734"}
@article{bb156841,
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#TT152735"}
@article{bb156842,
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#TT152736"}
@article{bb156843,
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#TT152737"}
@article{bb156844,
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#TT152738"}
@article{bb156845,
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#TT152739"}
@article{bb156846,
AUTHOR = "Peng, S.L. and Hu, Q.H. and Chen, Y.L. and Dang, J.W.",
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#TT152740"}
@article{bb156847,
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#TT152741"}
@inproceedings{bb156848,
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#TT152742"}
@inproceedings{bb156849,
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#TT152743"}
@article{bb156850,
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#TT152744"}
@article{bb156851,
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#TT152745"}
@article{bb156852,
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#TT152746"}
@article{bb156853,
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#TT152747"}
@article{bb156854,
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#TT152748"}
@article{bb156855,
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#TT152749"}
@article{bb156856,
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#TT152750"}
@article{bb156857,
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#TT152751"}
@inproceedings{bb156858,
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#TT152752"}
@inproceedings{bb156859,
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#TT152753"}
@article{bb156860,
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#TT152754"}
@article{bb156861,
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#TT152755"}
@article{bb156862,
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#TT152756"}
@article{bb156863,
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#TT152757"}
@article{bb156864,
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#TT152758"}
@article{bb156865,
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#TT152759"}
@article{bb156866,
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#TT152760"}
@inproceedings{bb156867,
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#TT152761"}
@article{bb156868,
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#TT152762"}
@article{bb156869,
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#TT152763"}
@article{bb156870,
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#TT152763"}
@article{bb156871,
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#TT152764"}
@inproceedings{bb156872,
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#TT152765"}
@article{bb156873,
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#TT152766"}
@article{bb156874,
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#TT152767"}
@article{bb156875,
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#TT152768"}
@article{bb156876,
AUTHOR = "Hua, G. and Long, C.J. and Yang, M. and Gao, Y.",
TITLE = "Collaborative Active Visual Recognition from Crowds:
A Distributed Ensemble Approach",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "582-594",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152769"}
@inproceedings{bb156877,
AUTHOR = "Hua, G. and Long, C.J. and Yang, M. and Gao, Y.",
TITLE = "Collaborative Active Learning of a Kernel Machine Ensemble for
Recognition",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "1209-1216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152770"}
@article{bb156878,
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#TT152771"}
@article{bb156879,
AUTHOR = "Padierna, L.C. and Carpio, M. and Rojas Dominguez, A. and Puga, H. and Fraire, H.",
TITLE = "A novel formulation of orthogonal polynomial kernel functions for SVM
classifiers: The Gegenbauer family",
JOURNAL = PR,
VOLUME = "84",
YEAR = "2018",
PAGES = "211-225",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152772"}
@article{bb156880,
AUTHOR = "Tzelepis, C. and Mezaris, V. and Patras, I.",
TITLE = "Linear Maximum Margin Classifier for Learning from Uncertain Data",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "2948-2962",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152773"}
@inproceedings{bb156881,
AUTHOR = "Tzelepi, M. and Mezaris, V.",
TITLE = "Online Anchor-Based Training for Image Classification Tasks",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1099-1105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152774"}
@article{bb156882,
AUTHOR = "Liu, W. and Shen, X. and Du, B. and Tsang, I.W. and Zhang, W. and Lin, X.",
TITLE = "Hyperspectral Imagery Classification via Stochastic HHSVMs",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "577-588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152775"}
@article{bb156883,
AUTHOR = "Abe, S.",
TITLE = "Are twin hyperplanes necessary?",
JOURNAL = PRL,
VOLUME = "116",
YEAR = "2018",
PAGES = "218-224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152776"}
@article{bb156884,
AUTHOR = "Ma, J.J. and Zhou, S. and Chen, L. and Wang, W.W. and Zhang, Z.",
TITLE = "A sparse robust model for large scale multi-class classification
based on K-SVCR",
JOURNAL = PRL,
VOLUME = "117",
YEAR = "2019",
PAGES = "16-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152777"}
@article{bb156885,
AUTHOR = "Weerasinghe, S. and Erfani, S.M. and Alpcan, T. and Leckie, C.",
TITLE = "Support vector machines resilient against training data integrity
attacks",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152778"}
@article{bb156886,
AUTHOR = "Menezes, M.V.F. and Torres, L.C.B. and Braga, A.P.",
TITLE = "Width optimization of RBF kernels for binary classification of
support vector machines: A density estimation-based approach",
JOURNAL = PRL,
VOLUME = "128",
YEAR = "2019",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152779"}
@article{bb156887,
AUTHOR = "Alam, S. and Sonbhadra, S.K. and Agarwal, S. and Nagabhushan, P. and Tanveer, M.",
TITLE = "Sample reduction using farthest boundary point estimation (FBPE) for
support vector data description (SVDD)",
JOURNAL = PRL,
VOLUME = "131",
YEAR = "2020",
PAGES = "268-276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152780"}
@article{bb156888,
AUTHOR = "Okwuashi, O. and Ndehedehe, C.E.",
TITLE = "Deep support vector machine for hyperspectral image classification",
JOURNAL = PR,
VOLUME = "103",
YEAR = "2020",
PAGES = "107298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152781"}
@article{bb156889,
AUTHOR = "Gu, B. and Geng, X. and Shi, W.L. and Shan, Y.Y. and Huang, Y.F. and Wang, Z.J. and Zheng, G.S.",
TITLE = "Solving large-scale support vector ordinal regression with
asynchronous parallel coordinate descent algorithms",
JOURNAL = PR,
VOLUME = "109",
YEAR = "2021",
PAGES = "107592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152782"}
@article{bb156890,
AUTHOR = "Liu, X. and Guan, Y.L. and Xu, Q.",
TITLE = "Support Vector Machine-Based Blind Equalization for High-Order QAM
With Short Data Length",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "259-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152783"}
@article{bb156891,
AUTHOR = "Lantzanakis, G. and Mitraka, Z. and Chrysoulakis, N.",
TITLE = "X-SVM: An Extension of C-SVM Algorithm for Classification of
High-Resolution Satellite Imagery",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "3805-3815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152784"}
@article{bb156892,
AUTHOR = "An, Y.X. and Xue, H.",
TITLE = "Indefinite twin support vector machine with DC functions programming",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152785"}
@article{bb156893,
AUTHOR = "Chen, C. and Batselier, K. and Yu, W.J. and Wong, N.",
TITLE = "Kernelized support tensor train machines",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152786"}
@article{bb156894,
AUTHOR = "Singh, D. and Singh, B.",
TITLE = "Feature wise normalization: An effective way of normalizing data",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108307",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152787"}
@article{bb156895,
AUTHOR = "Wang, H.Q. and Li, L.K. and Che, L. and Kong, H.R. and Wang, Q. and Wang, Z.H. and Xu, J.B.",
TITLE = "Geospatial Least Squares Support Vector Regression Fused with Spatial
Weight Matrix",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152788"}
@article{bb156896,
AUTHOR = "Shu, Y.Y. and Li, Q. and Xu, C. and Liu, S.W. and Xu, G.D.",
TITLE = "V-SVR+:
Support Vector Regression With Variational Privileged Information",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "876-889",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152789"}
@article{bb156897,
AUTHOR = "Maldonado, S. and Lopez, J. and Carrasco, M.",
TITLE = "The Cobb-Douglas Learning Machine",
JOURNAL = PR,
VOLUME = "128",
YEAR = "2022",
PAGES = "108701",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152790"}
@article{bb156898,
AUTHOR = "Liu, G.X. and Wang, L.G. and Liu, D.F. and Fei, L. and Yang, J.H.",
TITLE = "Hyperspectral Image Classification Based on Non-Parallel Support
Vector Machine",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152791"}
@article{bb156899,
AUTHOR = "Liu, G.X. and Wang, L.G. and Liu, D.F.",
TITLE = "Hyperspectral Image Classification Based on a Least Square Bias
Constraint Additional Empirical Risk Minimization Nonparallel Support
Vector Machine",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT152792"}
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