@article{bb150300,
        AUTHOR = "Pronobis, A. and Jie, L. and Caputo, B.",
        TITLE = "The more you learn, the less you store:
Memory-controlled incremental SVM for visual place recognition",
        JOURNAL = IVC,
        VOLUME = "28",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1080-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146254"}

@article{bb150301,
        AUTHOR = "He, X.S. and Wang, Z. and Jin, C. and Zheng, Y.B. and Xue, X.Y.",
        TITLE = "A simplified multi-class support vector machine with reduced dual
optimization",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "71-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146255"}

@article{bb150302,
        AUTHOR = "Nikitidis, S. and Nikolaidis, N. and Pitas, I.",
        TITLE = "Multiplicative update rules for incremental training of multiclass
support vector machines",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1838-1852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146256"}

@inproceedings{bb150303,
        AUTHOR = "Nikitidis, S. and Nikolaidis, N. and Pitas, I.",
        TITLE = "Incremental Training of Multiclass Support Vector Machines",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4267-4270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146257"}

@article{bb150304,
        AUTHOR = "Qi, Z.Q. and Tian, Y.J. and Shi, Y.",
        TITLE = "Robust twin support vector machine for pattern classification",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "305-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146258"}

@article{bb150305,
        AUTHOR = "Tian, Y.J. and Qi, Z.Q. and Ju, X. and Shi, Y. and Liu, X.",
        TITLE = "Nonparallel Support Vector Machines for Pattern Classification",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1067-1079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146259"}

@article{bb150306,
        AUTHOR = "Chen, D.D. and Tian, Y.J. and Liu, X.H.",
        TITLE = "Structural nonparallel support vector machine for pattern recognition",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "296-305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146260"}

@article{bb150307,
        AUTHOR = "Shen, X. and Niu, L.F. and Qi, Z.Q. and Tian, Y.J.",
        TITLE = "Support vector machine classifier with truncated pinball loss",
        JOURNAL = PR,
        VOLUME = "68",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "199-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146261"}

@article{bb150308,
        AUTHOR = "Zhao, J.W. and Yan, G.R. and Feng, B.Q. and Mao, W.T. and Bai, J.Q.",
        TITLE = "An adaptive support vector regression based on a new sequence of
unified orthogonal polynomials",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "899-913",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146262"}

@article{bb150309,
        AUTHOR = "Ji, Y. and Sun, S.L.",
        TITLE = "Multitask multiclass support vector machines: Model and experiments",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "914-924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146263"}

@article{bb150310,
        AUTHOR = "Peng, J.X. and Ferguson, S. and Rafferty, K. and Stewart, V.",
        TITLE = "A sequential algorithm for sparse support vector classifiers",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1195-1208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146264"}

@article{bb150311,
        AUTHOR = "Wang, Z. and Shao, Y.H. and Wu, T.R.",
        TITLE = "A GA-based model selection for smooth twin parametric-margin support
vector machine",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2267-2277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146265"}

@article{bb150312,
        AUTHOR = "Souza, R.C.S.N.P. and Leite, S.C. and Borges, C.C.H. and Neto, R.F.",
        TITLE = "Online algorithm based on support vectors for orthogonal regression",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1394-1404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146266"}

@article{bb150313,
        AUTHOR = "Hou, C.P. and Nie, F.P. and Zhang, C.S. and Yi, D.Y. and Wu, Y.",
        TITLE = "Multiple rank multi-linear SVM for matrix data classification",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "454-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146267"}

@article{bb150314,
        AUTHOR = "Kim, K. and Lee, D.W.",
        TITLE = "Inductive manifold learning using structured support vector machine",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "470-479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146268"}

@article{bb150315,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Part level transfer regularization for enhancing exemplar SVMs",
        JOURNAL = CVIU,
        VOLUME = "138",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "114-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146269"}

@inproceedings{bb150316,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Enhancing Exemplar SVMs using Part Level Transfer Regularization",
        BOOKTITLE = BMVC12,
        YEAR = "2012",
        PAGES = "79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146270"}

@inproceedings{bb150317,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Multi-Task Multi-Sample Learning",
        BOOKTITLE = TASKCV14,
        YEAR = "2014",
        PAGES = "78-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146271"}

@article{bb150318,
        AUTHOR = "Wang, D. and Zhang, X.Q. and Fan, M.Y. and Ye, X.Z.",
        TITLE = "Hierarchical mixing linear support vector machines for nonlinear
classification",
        JOURNAL = PR,
        VOLUME = "59",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "255-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146272"}

@article{bb150319,
        AUTHOR = "Zhu, X.Q. and Gao, Z.H.",
        TITLE = "An efficient gradient-based model selection algorithm for
multi-output least-squares support vector regression machines",
        JOURNAL = PRL,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "16-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146273"}

@inproceedings{bb150320,
        AUTHOR = "Zhou, S.S. and Liu, M.N.",
        TITLE = "A New Sparse LSSVM Method Based the Revised LARS",
        BOOKTITLE = CMVIT17,
        YEAR = "2017",
        PAGES = "46-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146274"}

@inproceedings{bb150321,
        AUTHOR = "Shapovalova, N. and Mori, G.",
        TITLE = "Clustered Exemplar-SVM:
Discovering sub-categories for visual recognition",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "93-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146275"}

@inproceedings{bb150322,
        AUTHOR = "Xie, W.Y. and Uhlmann, S. and Kiranyaz, S. and Gabbouj, M.",
        TITLE = "Incremental Learning with Support Vector Data Description",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3904-3909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146276"}

@inproceedings{bb150323,
        AUTHOR = "Rosales Perez, A. and Gonzalez, J.A. and Coello Coello, C.A. and Reyes Garcia, C.A. and Escalante, H.J.",
        TITLE = "Evolutionary Multi-Objective Approach for Prototype Generation and
Feature Selection",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "424-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146277"}

@inproceedings{bb150324,
        AUTHOR = "Rosales Perez, A. and Escalante, H.J. and Gonzalez, J.A. and Reyes Garcia, C.A.",
        TITLE = "Bias and Variance Multi-objective Optimization for Support Vector
Machines Model Selection",
        BOOKTITLE = IbPRIA13,
        YEAR = "2013",
        PAGES = "108-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146278"}

@inproceedings{bb150325,
        AUTHOR = "Fefilatyev, S. and Shreve, M. and Kramer, K. and Hall, L.O. and Goldgof, D.B. and Kasturi, R. and Daly, K. and Remsen, A. and Bunke, H.",
        TITLE = "Label-noise reduction with support vector machines",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3504-3508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146279"}

@inproceedings{bb150326,
        AUTHOR = "Huang, D. and Lai, J.H. and Wang, C.D.",
        TITLE = "Incremental support vector clustering with outlier detection",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2339-2342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146280"}

@inproceedings{bb150327,
        AUTHOR = "Zhang, W.Y. and Yu, S.X. and Teng, S.H.",
        TITLE = "Power SVM: Generalization with exemplar classification uncertainty",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2144-2151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146281"}

@inproceedings{bb150328,
        AUTHOR = "Han, X.F. and Berg, A.C.",
        TITLE = "DCMSVM:
Distributed parallel training for single-machine multiclass classifiers",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3554-3561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146282"}

@inproceedings{bb150329,
        AUTHOR = "Vedaldi, A. and Blaschko, M.B. and Zisserman, A.",
        TITLE = "Learning equivariant structured output SVM regressors",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "959-966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146283"}

@inproceedings{bb150330,
        AUTHOR = "Zhang, L.H. and Zhang, K.Y. and Dong, X.L.",
        TITLE = "Online sparse learning utilizing multi-feature combination for image
classification",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "197-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146284"}

@inproceedings{bb150331,
        AUTHOR = "Liu, X.B. and Yuan, X.T. and Yan, S.C. and Jin, H.",
        TITLE = "Multi-class semi-supervised SVMs with Positiveness Exclusive
Regularization",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "1435-1442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146285"}

@inproceedings{bb150332,
        AUTHOR = "Kapp, M.N. and Sabourin, R. and Maupin, P.",
        TITLE = "Adaptive Incremental Learning with an Ensemble of Support Vector
Machines",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4048-4051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146286"}

@inproceedings{bb150333,
        AUTHOR = "Diaz Chito, K. and Ferri, F.J. and Diaz Villanueva, W.",
        TITLE = "Null Space Based Image Recognition Using Incremental Eigendecomposition",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "313-320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146287"}

@inproceedings{bb150334,
        AUTHOR = "Diaz Chito, K. and Ferri, F.J. and Diaz Villanueva, W.",
        TITLE = "Image Recognition through Incremental Discriminative Common Vectors",
        BOOKTITLE = ACIVS10,
        YEAR = "2010",
        PAGES = "II: 304-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146288"}

@inproceedings{bb150335,
        AUTHOR = "Diaz Chito, K. and Ferri, F.J. and Diaz Villanueva, W.",
        TITLE = "An Empirical Evaluation of Common Vector Based Classification Methods
and Some Extensions",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "977-985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT146289"}

@article{bb150336,
        AUTHOR = "Pontil, M. and Verri, A.",
        TITLE = "Support Vector Machines for 3D Object Recognition",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "637-646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146290"}

@inproceedings{bb150337,
        AUTHOR = "Pontil, M. and Verri, A.",
        TITLE = "Direct aspect-based 3-D object recognition",
        BOOKTITLE = CIAP97,
        YEAR = "1997",
        PAGES = "II: 300-307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146291"}

@inproceedings{bb150338,
        AUTHOR = "Pontil, M. and Rogai, S. and Verri, A.",
        TITLE = "Recognizing 3-D objects with linear support vector machines",
        BOOKTITLE = ECCV98,
        YEAR = "1998",
        PAGES = "II: 469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146292"}

@inproceedings{bb150339,
        AUTHOR = "Pittore, M. and Basso, C. and Verri, A.",
        TITLE = "Representing and recognizing visual dynamic events with support vector
machines",
        BOOKTITLE = CIAP99,
        YEAR = "1999",
        PAGES = "18-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146293"}

@article{bb150340,
        AUTHOR = "Vishwanathan, S.V.N. and Smola, A.J. and Vidal, R.",
        TITLE = "Binet-Cauchy Kernels on Dynamical Systems and its Application to the
Analysis of Dynamic Scenes",
        JOURNAL = IJCV,
        VOLUME = "73",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "June",
        PAGES = "95-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146294"}

@article{bb150341,
        AUTHOR = "Song, Q. and Hu, W.J. and Xie, W.F.",
        TITLE = "Robust support vector machine with bullet hole image classification",
        JOURNAL = SMC-C,
        VOLUME = "32",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "November",
        PAGES = "440-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146295"}

@article{bb150342,
        AUTHOR = "Mantero, P. and Moser, G. and Serpico, S.B.",
        TITLE = "Partially Supervised Classification of Remote Sensing Images Through
SVM-Based Probability Density Estimation",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "559-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146296"}

@article{bb150343,
        AUTHOR = "Pozdnoukhov, A. and Bengio, S.",
        TITLE = "Invariances in kernel methods: From samples to objects",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1087-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146297"}

@inproceedings{bb150344,
        AUTHOR = "Pozdnoukhov, A. and Bengio, S.",
        TITLE = "Graph-based transformation manifolds for invariant pattern recognition
with kernel methods",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 1228-1231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146298"}

@inproceedings{bb150345,
        AUTHOR = "Bengio, S. and Pozdnoukhov, A.",
        TITLE = "Graph-based transformation manifolds for invariant pattern recognition
with kernel methods",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146298"}

@inproceedings{bb150346,
        AUTHOR = "Pozdnoukhov, A. and Bengio, S.",
        TITLE = "Tangent vector kernels for invariant image classification with SVMs",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 486-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146299"}

@article{bb150347,
        AUTHOR = "Mariethoz, J. and Bengio, S.",
        TITLE = "A kernel trick for sequences applied to text-independent speaker
verification systems",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2315-2324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146300"}

@article{bb150348,
        AUTHOR = "Su, L.H.",
        TITLE = "Optimizing support vector machine learning for semi-arid vegetation
mapping by using clustering analysis",
        JOURNAL = PandRS,
        VOLUME = "64",
        YEAR = "2009",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "407-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146301"}

@article{bb150349,
        AUTHOR = "Karacali, B.",
        TITLE = "Quasi-supervised learning for biomedical data analysis",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3674-3682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146302"}

@article{bb150350,
        AUTHOR = "Yu, Z.W. and Wong, H.S. and Wen, G.H.",
        TITLE = "A modified support vector machine and its application to image
segmentation",
        JOURNAL = IVC,
        VOLUME = "29",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "29-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146303"}

@article{bb150351,
        AUTHOR = "Li, C.H. and Kuo, B.C. and Lin, C.T. and Huang, C.S.",
        TITLE = "A Spatial-Contextual Support Vector Machine for Remotely Sensed Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "784-799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146304"}

@article{bb150352,
        AUTHOR = "Zhang, H. and Shi, W. and Liu, K.",
        TITLE = "Fuzzy-Topology-Integrated Support Vector Machine for Remotely Sensed
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "850-862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146305"}

@article{bb150353,
        AUTHOR = "Nanni, L. and Brahnam, S. and Lumini, A.",
        TITLE = "A simple method for improving local binary patterns by considering
non-uniform patterns",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3844-3852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146306"}

@article{bb150354,
        AUTHOR = "Nanni, L. and Brahnam, S. and Lumini, A.",
        TITLE = "Local phase quantization descriptor for improving shape
retrieval/classification",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2254-2260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146307"}

@article{bb150355,
        AUTHOR = "Nanni, L. and Lumini, A. and Brahnam, S.",
        TITLE = "Weighted Reward-Punishment Editing",
        JOURNAL = PRL,
        VOLUME = "75",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "48-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146308"}

@article{bb150356,
        AUTHOR = "Shang, C.J. and Shen, Q.A.",
        TITLE = "Rough Feature Selection For Neural Network Based Image Classification",
        JOURNAL = IJIG,
        VOLUME = "2",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "541-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146309"}

@article{bb150357,
        AUTHOR = "Shang, C.J. and Barnes, D.",
        TITLE = "Fuzzy-rough feature selection aided support vector machines for Mars
image classification",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "202-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146310"}

@inproceedings{bb150358,
        AUTHOR = "Shang, C.J. and Barnes, D.",
        TITLE = "Combining support vector machines and information gain ranking for
classification of Mars McMurdo panorama images",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1061-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146311"}

@article{bb150359,
        AUTHOR = "Tao, D.P. and Jin, L.W. and Liu, W.F. and Li, X.L.",
        TITLE = "Hessian Regularized Support Vector Machines for
Mobile Image Annotation on the Cloud",
        JOURNAL = MultMed,
        VOLUME = "15",
        YEAR = "2013",
        NUMBER = "4",
        PAGES = "833-844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146312"}

@article{bb150360,
        AUTHOR = "Sun, L. and Ge, H.W. and Yoshida, S. and Liang, Y.C. and Tan, G.Z.",
        TITLE = "Support vector description of clusters for content-based image
annotation",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "3",
        PAGES = "1361-1374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146313"}

@article{bb150361,
        AUTHOR = "Negri, R.G. and Dutra, L.V. and Sant'Anna, S.J.S.",
        TITLE = "An innovative support vector machine based method for contextual
image classification",
        JOURNAL = PandRS,
        VOLUME = "87",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "241-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146314"}

@article{bb150362,
        AUTHOR = "Irtaza, A. and Jaffar, M.A.",
        TITLE = "Categorical image retrieval through genetically optimized support
vector machines (GOSVM) and hybrid texture features",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1503-1519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146315"}

@article{bb150363,
        AUTHOR = "Qi, Y. and Zhang, G.",
        TITLE = "Strategy of active learning support vector machine for image
retrieval",
        JOURNAL = IET-CV,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "87-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146316"}

@article{bb150364,
        AUTHOR = "Koda, S. and Zeggada, A. and Melgani, F. and Nishii, R.",
        TITLE = "Spatial and Structured SVM for Multilabel Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5948-5960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146317"}

@article{bb150365,
        AUTHOR = "Vapnik, V. and Izmailov, R.",
        TITLE = "Reinforced SVM method and memorization mechanisms",
        JOURNAL = PR,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146318"}

@article{bb150366,
        AUTHOR = "Zhang, H.T. and Gao, M.F. and Ren, C.",
        TITLE = "Feature-Ensemble-Based Crop Mapping for Multi-Temporal Sentinel-2
Data Using Oversampling Algorithms and Gray Wolf Optimizer Support
Vector Machine",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146319"}

@inproceedings{bb150367,
        AUTHOR = "Yang, C. and Zhu, B. and An, F.",
        TITLE = "SVM-based method for perceptual image recognition",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "264-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146320"}

@inproceedings{bb150368,
        AUTHOR = "Kamkar, I. and Gupta, S. and Li, C. and Phung, D. and Venkatesh, S.",
        TITLE = "Stable clinical prediction using graph support vector machines",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3332-3337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146321"}

@inproceedings{bb150369,
        AUTHOR = "Wei, Z. and Hoai, M.",
        TITLE = "Region Ranking SVM for Image Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2987-2996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146322"}

@inproceedings{bb150370,
        AUTHOR = "Li, J.M.",
        TITLE = "Active Learning for Hyperspectral Image Classification with a Stacked
Autoencoders Based Neural Network",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1062-1065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146323"}

@inproceedings{bb150371,
        AUTHOR = "Sun, Z. and Wang, C. and Li, P. and Wang, H.Y. and Li, J.",
        TITLE = "Hyperspectral Image Classification with SVM-Based Domain Adaption
Classifiers",
        BOOKTITLE = CVRS12,
        YEAR = "2012",
        PAGES = "268-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146324"}

@inproceedings{bb150372,
        AUTHOR = "Chernousova, E. and Levdik, P. and Tatarchuk, A. and Mottl, V. and Windridge, D.",
        TITLE = "Non-enumerative Cross Validation for the Determination of Structural
Parameters in Feature-Selective SVMs",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3654-3659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146325"}

@inproceedings{bb150373,
        AUTHOR = "Mu, Y.D. and Hua, G. and Fan, W. and Chang, S.F.",
        TITLE = "Hash-SVM: Scalable Kernel Machines for Large-Scale Visual
Classification",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "979-986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146326"}

@inproceedings{bb150374,
        AUTHOR = "Prakash, J.S. and Vignesh, K.A. and Ashok, C. and Adithyan, R.",
        TITLE = "Multi class Support Vector Machines classifier for machine vision
application",
        BOOKTITLE = IMVIP12,
        YEAR = "2012",
        PAGES = "197-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146327"}

@inproceedings{bb150375,
        AUTHOR = "Wang, X.M. and Chen, X.",
        TITLE = "Classification of ASTER image using SVM and local spatial statistics Gi",
        BOOKTITLE = CVRS12,
        YEAR = "2012",
        PAGES = "366-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146328"}

@inproceedings{bb150376,
        AUTHOR = "Hu, S.W. and Kwon, H.S. and Rao, R.",
        TITLE = "Robust classification using support vector machine in low-dimensional
manifold space for automatic target recognition",
        BOOKTITLE = AIPR11,
        YEAR = "2011",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146329"}

@inproceedings{bb150377,
        AUTHOR = "Han, R.M. and Cheng, X.Q. and Zhang, J.Q.",
        TITLE = "Study on Key Technology of HJ-1 Satellite HSI Image Processing",
        BOOKTITLE = ISIDF11,
        YEAR = "2011",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146330"}

@inproceedings{bb150378,
        AUTHOR = "Wang, X. and Luo, Y.P. and Jiang, T. and Gong, H. and Luo, S. and Zhang, X.W.",
        TITLE = "A New Classification Method for LIDAR Data Based on Unbalanced Support
Vector Machine",
        BOOKTITLE = ISIDF11,
        YEAR = "2011",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146331"}

@inproceedings{bb150379,
        AUTHOR = "Le, T. and Tran, D. and Ma, W.L. and Sharma, D.",
        TITLE = "A new support vector machine method for medical image classification",
        BOOKTITLE = EUVIP10,
        YEAR = "2010",
        PAGES = "165-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146332"}

@inproceedings{bb150380,
        AUTHOR = "Lin, Y.Q. and Lv, F.J. and Zhu, S.H. and Yang, M. and Cour, T. and Yu, K. and Cao, L.L. and Huang, T.",
        TITLE = "Large-scale image classification:
Fast feature extraction and SVM training",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1689-1696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146333"}

@inproceedings{bb150381,
        AUTHOR = "Ramzi, P.",
        TITLE = "Classification of LiDAR data based on multi-class SVM",
        BOOKTITLE = CGC10,
        YEAR = "2010",
        PAGES = "185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146334"}

@inproceedings{bb150382,
        AUTHOR = "Bagarinao, E. and Kurita, T. and Higashikubo, M. and Inayoshi, H.",
        TITLE = "Adapting SVM Image Classifiers to Changes in Imaging Conditions Using
Incremental SVM: An Application to Car Detection",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "III: 363-372",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146335"}

@inproceedings{bb150383,
        AUTHOR = "Gao, Y. and Choudhary, A.",
        TITLE = "Active Learning Image Spam Hunter",
        BOOKTITLE = ISVC09,
        YEAR = "2009",
        PAGES = "II: 293-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146336"}

@inproceedings{bb150384,
        AUTHOR = "Wang, Y.J. and Yuan, J.Z. and Fan, L.L. and Liu, Z.G.",
        TITLE = "Application Research of Support Vector Machine in Multi-Spectra Remote
Sensing Image Classification",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146337"}

@inproceedings{bb150385,
        AUTHOR = "Deng, Z.J. and Li, B.C. and Zhuang, J.",
        TITLE = "Image Object Recognition by SVMs and Evidence Theory",
        BOOKTITLE = CIVR05,
        YEAR = "2005",
        PAGES = "560-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146338"}

@inproceedings{bb150386,
        AUTHOR = "Li, Y.P. and Huttenlocher, D.P.",
        TITLE = "Learning for Optical Flow Using Stochastic Optimization",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "II: 379-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146339"}

@inproceedings{bb150387,
        AUTHOR = "Li, Y.P. and Huttenlocher, D.P.",
        TITLE = "Learning for stereo vision using the structured support vector machine",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146340"}

@inproceedings{bb150388,
        AUTHOR = "Farrus, M. and Ejarque, P. and Temko, A. and Hernando, J.",
        TITLE = "Histogram Equalization in SVM Multimodal Person Verification",
        BOOKTITLE = ICB07,
        YEAR = "2007",
        PAGES = "819-827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146341"}

@inproceedings{bb150389,
        AUTHOR = "Zhang, G.X. and Jin, W.D. and Hu, L.Z.",
        TITLE = "Radar emitter signal recognition based on support vector machines",
        BOOKTITLE = ICARCV04,
        YEAR = "2004",
        PAGES = "II: 826-831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146342"}

@inproceedings{bb150390,
        AUTHOR = "Osuna, E. and Freund, R. and Girosi, F.",
        TITLE = "Training Support Vector Machines: An Application to Face Detection",
        BOOKTITLE = CVPR97,
        YEAR = "1997",
        PAGES = "130-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT146343"}

@article{bb150391,
        AUTHOR = "Barzilay, O. and Brailovsky, V.L.",
        TITLE = "On domain knowledge and feature selection using a support vector
machine",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "475-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT146344"}

@article{bb150392,
        AUTHOR = "Wolf, L.B. and Shashua, A.",
        TITLE = "Learning over sets using kernel principal angles",
        JOURNAL = MachLearnRes,
        VOLUME = "4",
        YEAR = "2003",
        PAGES = "913-931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT146345"}

@inproceedings{bb150393,
        AUTHOR = "Wolf, L.B. and Shashua, A.",
        TITLE = "Feature selection for unsupervised and supervised inference:
The emergence of sparsity in a weighted-based approach",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "378-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT146346"}

@inproceedings{bb150394,
        AUTHOR = "Wolf, L.B. and Shashua, A.",
        TITLE = "Kernel principal angles for classification machines with applications
to image sequence interpretation",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 635-640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT146347"}

@inproceedings{bb150395,
        AUTHOR = "Wolf, L. and Shashua, A. and Mukherjee, S.",
        TITLE = "Gene Selection via a Spectral Approach",
        BOOKTITLE = "BioInfo05",
        YEAR = "2005",
        PAGES = "III: 140-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT146348"}

@inproceedings{bb150396,
        AUTHOR = "Shashua, A. and Wolf, L.B.",
        TITLE = "Kernel Feature Selection with Side Data Using a Spectral Approach",
        BOOKTITLE = ECCV04,
        YEAR = "2004",
        PAGES = "Vol III: 39-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT146349"}

@article{bb150397,
        AUTHOR = "Shima, K. and Todoriki, M. and Suzuki, A.",
        TITLE = "SVM-based feature selection of latent semantic features",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1051-1057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT146350"}

@article{bb150398,
        AUTHOR = "Kumar, R. and Kulkarni, A. and Jayaraman, V.K. and Kulkarni, B.D.",
        TITLE = "Symbolization assisted SVM classifier for noisy data",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "495-504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT146351"}

@article{bb150399,
        AUTHOR = "Kumar, R. and Jayaraman, V.K. and Kulkarni, B.D.",
        TITLE = "An SVM classifier incorporating simultaneous noise reduction and
feature selection: Illustrative case examples",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "41-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT146352"}

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