@article{bb116900,
        AUTHOR = "Artemiou, A. and Dong, Y. and Shin, S.J.",
        TITLE = "Real-time sufficient dimension reduction through principal least
squares support vector machines",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113164"}

@article{bb116901,
        AUTHOR = "Guo, Y.N. and Zhang, Z.R. and Tang, F.Z.",
        TITLE = "Feature selection with kernelized multi-class support vector machine",
        JOURNAL = PR,
        VOLUME = "117",
        YEAR = "2021",
        PAGES = "107988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113165"}

@inproceedings{bb116902,
        AUTHOR = "Zhang, J. and Hu, X.G. and Li, P.P. and He, W. and Zhang, Y.H. and Li, H.Z.",
        TITLE = "A Hybrid Feature Selection Approach by Correlation-Based Filters and
SVM-RFE",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3684-3689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113166"}

@inproceedings{bb116903,
        AUTHOR = "Darvishnezhad, M. and Ghassemian, H. and Imani, M.",
        TITLE = "Local Binary Graph Feature Reduction for Three-dimensional Gabor Filter
Based Hyperspectral Image Classification",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "285-291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113167"}

@inproceedings{bb116904,
        AUTHOR = "Imani, M. and Ghassemian, H.",
        TITLE = "The Investigation of Sensitivity of SVM Classifier Respect to the
Number of Fetures and the Number of Training Samples",
        BOOKTITLE = SMPR13,
        YEAR = "2013",
        PAGES = "209-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113168"}

@inproceedings{bb116905,
        AUTHOR = "Rzeniewicz, J. and Szymanski, J.",
        TITLE = "Selecting Features with SVM",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:319-325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113169"}

@inproceedings{bb116906,
        AUTHOR = "Maldonado, S. and Weber, R.",
        TITLE = "Embedded Feature Selection for Support Vector Machines:
State-of-the-Art and Future Challenges",
        BOOKTITLE = CIARP11,
        YEAR = "2011",
        PAGES = "304-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113170"}

@inproceedings{bb116907,
        AUTHOR = "Bravo, C. and Weber, R.",
        TITLE = "Semi-supervised Constrained Clustering with Cluster Outlier Filtering",
        BOOKTITLE = CIARP11,
        YEAR = "2011",
        PAGES = "347-354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113171"}

@inproceedings{bb116908,
        AUTHOR = "Luckner, M.",
        TITLE = "Reducing Number of Classifiers in DAGSVM Based on Class Similarity",
        BOOKTITLE = CIAP11,
        YEAR = "2011",
        PAGES = "I: 514-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113172"}

@inproceedings{bb116909,
        AUTHOR = "Moon, S. and Qi, H.R.",
        TITLE = "Effective Dimensionality Reduction Based on Support Vector Machine",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "173-176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113173"}

@inproceedings{bb116910,
        AUTHOR = "Ruan, S. and Zhang, N. and Lebonvallet, S. and Liao, Q.M. and Zhu, Y.M.",
        TITLE = "Fusion and classification of multi-source images by SVM with selected
features in a kernel space",
        BOOKTITLE = IPTA10,
        YEAR = "2010",
        PAGES = "17-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113174"}

@inproceedings{bb116911,
        AUTHOR = "Liang, Z.Z. and Zhao, T.",
        TITLE = "Feature selection for linear support vector machines",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 606-609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113175"}

@inproceedings{bb116912,
        AUTHOR = "Neumann, J. and Schnorr, C. and Steidl, G.",
        TITLE = "SVM-Based Feature Selection by Direct Objective Minimisation",
        BOOKTITLE = DAGM04,
        YEAR = "2004",
        PAGES = "212-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113176"}

@inproceedings{bb116913,
        AUTHOR = "Hermes, L. and Buhmann, J.M.",
        TITLE = "Feature Selection for Support Vector Machines",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 712-715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT113177"}

@article{bb116914,
        AUTHOR = "Ratsch, G. and Mika, S. and Scholkopf, B. and Muller, K.R.",
        TITLE = "Constructing Boosting Algorithms from SVMs:
An Application to One-Class Classification",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1184-1199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113178"}

@article{bb116915,
        AUTHOR = "Camastra, F. and Verri, A.",
        TITLE = "A Novel Kernel Method for Clustering",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "801-804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113179"}

@article{bb116916,
        AUTHOR = "Tran, Q.A. and Li, X. and Duan, H.X.",
        TITLE = "Efficient performance estimate for one-class support vector machine",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1174-1182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113180"}

@article{bb116917,
        AUTHOR = "Munoz, A. and Moguerza, J.M.",
        TITLE = "Estimation of High-Density Regions Using One-Class Neighbor Machines",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "476-480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113181"}

@article{bb116918,
        AUTHOR = "Choi, Y.S.",
        TITLE = "Least squares one-class support vector machine",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1236-1240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113182"}

@article{bb116919,
        AUTHOR = "Munoz Mari, J. and Bovolo, F. and Gomez Chova, L. and Bruzzone, L. and Camp Valls, G.",
        TITLE = "Semisupervised One-Class Support Vector Machines for Classification of
Remote Sensing Data",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3188-3197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113183"}

@inproceedings{bb116920,
        AUTHOR = "Hansen, M.S. and Sjostrand, K. and Olafsdottir, H. and Larsson, H.B.W. and Stegmann, M.B. and Larsen, R.",
        TITLE = "Robust Pseudo-hierarchical Support Vector Clustering",
        BOOKTITLE = SCIA07,
        YEAR = "2007",
        PAGES = "808-817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113184"}

@article{bb116921,
        AUTHOR = "Huang, G.X. and Chen, H. and Zhou, Z.L. and Yin, F. and Guo, K.",
        TITLE = "Two-class support vector data description",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "320-329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113185"}

@article{bb116922,
        AUTHOR = "Bilgin, G. and Erturk, S. and Yildirim, T.",
        TITLE = "Segmentation of Hyperspectral Images via Subtractive Clustering and
Cluster Validation Using One-Class Support Vector Machines",
        JOURNAL = GeoRS,
        VOLUME = "49",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2936-2944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113186"}

@article{bb116923,
        AUTHOR = "Tohme, M. and Lengelle, R.",
        TITLE = "Maximum Margin One Class Support Vector Machines for multiclass
problems",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1652-1658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113187"}

@article{bb116924,
        AUTHOR = "Cyganek, B.",
        TITLE = "One-Class Support Vector Ensembles for Image Segmentation and
Classification",
        JOURNAL = JMIV,
        VOLUME = "42",
        YEAR = "2012",
        NUMBER = "2-3",
        MONTH = "February",
        PAGES = "103-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113188"}

@article{bb116925,
        AUTHOR = "Lian, H.",
        TITLE = "On feature selection with principal component analysis for one-class
SVM",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1027-1031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113189"}

@article{bb116926,
        AUTHOR = "Junejo, I.N. and Bhutta, A.A. and Foroosh, H.",
        TITLE = "Single-class SVM for dynamic scene modeling",
        JOURNAL = SIViP,
        VOLUME = "7",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "45-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113190"}

@inproceedings{bb116927,
        AUTHOR = "Jaberi, M. and Pensky, M. and Foroosh, H.",
        TITLE = "SWIFT: Sparse Withdrawal of Inliers in a First Trial",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4849-4857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113191"}

@article{bb116928,
        AUTHOR = "di Martino, M. and Hernandez, G. and Fiori, M. and Fernandez, A.",
        TITLE = "A new framework for optimal classifier design",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2249-2255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113192"}

@inproceedings{bb116929,
        AUTHOR = "Fiori, M. and di Martino, M. and Fernandez, A.",
        TITLE = "An optimal multiclass classifier design",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "480-485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113193"}

@inproceedings{bb116930,
        AUTHOR = "Valdes, M. and Fiori, M.",
        TITLE = "Re-Weighted L_1 Algorithms within the Lagrange Duality Framework",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:148-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113194"}

@article{bb116931,
        AUTHOR = "Lee, C.",
        TITLE = "Pegasos Algorithm for One-Class Support Vector Machine",
        JOURNAL = IEICE,
        VOLUME = "E96-D",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1223-1226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113195"}

@article{bb116932,
        AUTHOR = "di Martino, M. and Fernandez, A. and Iturralde, P. and Lecumberry, F.",
        TITLE = "Novel classifier scheme for imbalanced problems",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1146-1151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113196"}

@article{bb116933,
        AUTHOR = "Khan, N.M. and Ksantini, R. and Ahmad, I.S. and Guan, L.",
        TITLE = "Covariance-guided One-Class Support Vector Machine",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "6",
        PAGES = "2165-2177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113197"}

@article{bb116934,
        AUTHOR = "Xiao, Y. and Wang, H. and Xu, W.",
        TITLE = "Parameter Selection of Gaussian Kernel for One-Class SVM",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "927-939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113198"}

@article{bb116935,
        AUTHOR = "Dufrenois, F. and Noyer, J.C.",
        TITLE = "One class proximal support vector machines",
        JOURNAL = PR,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "96-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113199"}

@article{bb116936,
        AUTHOR = "Liu, Y. and Zhang, B. and Chen, B. and Yang, Y.D.",
        TITLE = "Robust solutions to fuzzy one-class support vector machine",
        JOURNAL = PRL,
        VOLUME = "71",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "73-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113200"}

@article{bb116937,
        AUTHOR = "Erfani, S.M. and Rajasegarar, S. and Karunasekera, S. and Leckie, C.",
        TITLE = "High-dimensional and large-scale anomaly detection using a linear
one-class SVM with deep learning",
        JOURNAL = PR,
        VOLUME = "58",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "121-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113201"}

@article{bb116938,
        AUTHOR = "Wu, T. and Liang, Y.C. and Varela, R. and Wu, C.G. and Zhao, G.Z. and Han, X.S.",
        TITLE = "Self-adaptive SVDD integrated with AP clustering for one-class
classification",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "232-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113202"}

@article{bb116939,
        AUTHOR = "Xiao, Y.C. and Wang, H.G. and Xu, W.L.",
        TITLE = "Ramp Loss based robust one-class SVM",
        JOURNAL = PRL,
        VOLUME = "85",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "15-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113203"}

@article{bb116940,
        AUTHOR = "Wang, S. and Liu, Q.A. and Zhu, E. and Porikli, F.M. and Yin, J.P.",
        TITLE = "Hyperparameter selection of one-class support vector machine by
self-adaptive data shifting",
        JOURNAL = PR,
        VOLUME = "74",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "198-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113204"}

@article{bb116941,
        AUTHOR = "Xue, Y.J. and Beauseroy, P.",
        TITLE = "Transfer learning for one class SVM adaptation to limited data
distribution change",
        JOURNAL = PRL,
        VOLUME = "100",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "117-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113205"}

@inproceedings{bb116942,
        AUTHOR = "Xue, Y.J. and Beauseroy, P.",
        TITLE = "Multi-task learning for one-class SVM with additional new features",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1571-1576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113206"}

@article{bb116943,
        AUTHOR = "Zhang, W. and Du, L. and Li, L. and Zhang, X.F. and Liu, H.W.",
        TITLE = "Infinite Bayesian one-class support vector machine based on Dirichlet
process mixture clustering",
        JOURNAL = PR,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "56-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113207"}

@article{bb116944,
        AUTHOR = "Xing, H.J. and Ji, M.",
        TITLE = "Robust one-class support vector machine with rescaled hinge loss
function",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "152-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113208"}

@article{bb116945,
        AUTHOR = "Xing, H.J. and Li, L.F.",
        TITLE = "Robust least squares one-class support vector machine",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "571-578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113209"}

@article{bb116946,
        AUTHOR = "Kefi Fatteh, T. and Ksantini, R. and Kaaniche, M.B. and Bouhoula, A.",
        TITLE = "A novel incremental one-class support vector machine based on low
variance direction",
        JOURNAL = PR,
        VOLUME = "91",
        YEAR = "2019",
        PAGES = "308-321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113210"}

@inproceedings{bb116947,
        AUTHOR = "Fragoso, V. and Scheirer, W. and Hespanha, J. and Turk, M.",
        TITLE = "One-class slab support vector machine",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "420-425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113211"}

@inproceedings{bb116948,
        AUTHOR = "Krawczyk, B. and Wozniak, M. and Cyganek, B.",
        TITLE = "Weighted One-Class Classifier Ensemble Based on Fuzzy Feature Space
Partitioning",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2838-2843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113212"}

@inproceedings{bb116949,
        AUTHOR = "Braun, A.",
        TITLE = "Evaluation of One-Class SVM for Pixel-Based and Segment-Based
Classification in Remote Sensing",
        BOOKTITLE = PCVIA10,
        YEAR = "2010",
        PAGES = "B:160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113213"}

@inproceedings{bb116950,
        AUTHOR = "Kim, P.J. and Chang, H.J. and Choi, J.Y.",
        TITLE = "Fast incremental learning for one-class support vector classifier using
sample margin information",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113214"}

@inproceedings{bb116951,
        AUTHOR = "Labusch, K. and Timm, F. and Martinetz, T.",
        TITLE = "Simple Incremental One-Class Support Vector Classification",
        BOOKTITLE = DAGM08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113215"}

@inproceedings{bb116952,
        AUTHOR = "Martinetz, T.",
        TITLE = "MinOver Revisited for Incremental Support-Vector-Classification",
        BOOKTITLE = DAGM04,
        YEAR = "2004",
        PAGES = "187-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT113216"}

@article{bb116953,
        AUTHOR = "Cortes, C. and Vapnik, V.",
        TITLE = "Support-Vector Networks",
        JOURNAL = MachLearn,
        VOLUME = "20",
        YEAR = "1995",
        NUMBER = "3",
        PAGES = "273-297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113217"}

@inproceedings{bb116954,
        AUTHOR = "Vapnik, V.",
        TITLE = "The Support Vector Method",
        BOOKTITLE = "ICANN97",
        YEAR = "1997",
        PAGES = "263-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113218"}

@inproceedings{bb116955,
        AUTHOR = "Scholkopf, B. and Burges, C. and Vapnik, V.",
        TITLE = "Incorporating Invariances in Support Vector Learning Machines",
        BOOKTITLE = "ICANN96",
        YEAR = "1996",
        PAGES = "47-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113219"}

@book{bb116956,
        AUTHOR = "Chang, C.C. and Lin, C.J.",
        TITLE = "LIBSVM: a library for support vector machines",
        PUBLISHER = "Online",
        YEAR = "2001",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113220"}

@book{bb116957,
        TITLE = "LIBSVMTL: a Support Vector Machine Template Library",
        PUBLISHER = "Online",
        YEAR = "2001",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113221"}

@book{bb116958,
        AUTHOR = "Scholkopf, B.",
        TITLE = "Support Vector Machines",
        PUBLISHER = "Oldenbourg Verlag",
        YEAR = "1997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113222"}

@inproceedings{bb116959,
        AUTHOR = "Scholkopf, B.",
        TITLE = "Support Vector Learning",
        BOOKTITLE = "R. Oldenbourg Verlag",
        YEAR = "1997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113223"}

@article{bb116960,
        AUTHOR = "Scholkopf, B. and Smola, A.J. and Muller, K.R. and Bartlett, P.L.",
        TITLE = "New Support Vector Algorithms",
        JOURNAL = NeurComp,
        VOLUME = "12",
        YEAR = "2000",
        PAGES = "1207-1245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113224"}

@article{bb116961,
        AUTHOR = "Cristianini, N. and Scholkopf, B.",
        TITLE = "Support Vector Machines and Kernel Methods:
The New Generation of Learning Machines",
        JOURNAL = AIMag,
        VOLUME = "23",
        YEAR = "2002",
        NUMBER = "3",
        PAGES = "31-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113225"}

@inproceedings{bb116962,
        AUTHOR = "Kienzle, W. and Bakir, G.H. and Franz, M.O. and Scholkopf, B.",
        TITLE = "Efficient Approximations for Support Vector Machines in Object
Detection",
        BOOKTITLE = DAGM04,
        YEAR = "2004",
        PAGES = "54-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113226"}

@book{bb116963,
        AUTHOR = "Cristianini, N. and Shawe Taylor, J.",
        TITLE = "An Introduction to Support Vector Machines",
        PUBLISHER = "Cambridge University Press",
        YEAR = "2000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113227"}

@article{bb116964,
        AUTHOR = "Chapelle, O. and Haffner, P. and Vapnik, V.",
        TITLE = "Support Vector Machines for Histogram-Based Image Classification",
        JOURNAL = TNN,
        VOLUME = "10",
        YEAR = "1999",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1055-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113228"}

@article{bb116965,
        AUTHOR = "Morra, J.H. and Tu, Z. and Apostolova, L.G. and Green, A.E. and Toga, A.W. and Thompson, P.M.",
        TITLE = "Comparison of AdaBoost and Support Vector Machines for Detecting
Alzheimer's Disease Through Automated Hippocampal Segmentation",
        JOURNAL = MedImg,
        VOLUME = "29",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "30-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113229"}

@book{bb116966,
        AUTHOR = "Abe, S.",
        TITLE = "Support Vector Machines for Pattern Classification",
        PUBLISHER = "Springer-Verlag",
        YEAR = "2010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113230"}

@article{bb116967,
        AUTHOR = "Mountrakis, G. and Im, J. and Ogole, C.",
        TITLE = "Support vector machines in remote sensing: A review",
        JOURNAL = PandRS,
        VOLUME = "66",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "247-259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113231"}

@article{bb116968,
        AUTHOR = "Heydari, S.S. and Mountrakis, G.",
        TITLE = "Meta-analysis of deep neural networks in remote sensing: A
comparative study of mono-temporal classification to support vector
machines",
        JOURNAL = PandRS,
        VOLUME = "152",
        YEAR = "2019",
        PAGES = "192-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113232"}

@article{bb116969,
        AUTHOR = "Low, F. and Michel, U. and Dech, S. and Conrad, C.",
        TITLE = "Impact of feature selection on the accuracy and spatial uncertainty
of per-field crop classification using Support Vector Machines",
        JOURNAL = PandRS,
        VOLUME = "85",
        YEAR = "2013",
        NUMBER = "1",
        PAGES = "102-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113233"}

@article{bb116970,
        AUTHOR = "Low, F. and Knofel, P. and Conrad, C.",
        TITLE = "Analysis of uncertainty in multi-temporal object-based classification",
        JOURNAL = PandRS,
        VOLUME = "105",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "91-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113234"}

@article{bb116971,
        AUTHOR = "Low, F. and Duveiller, G. and Conrad, C. and Michel, U.",
        TITLE = "Impact of Categorical and Spatial Scale on Supervised Crop
Classification using Remote Sensing",
        JOURNAL = PFG,
        VOLUME = "2015",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "7-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113235"}

@article{bb116972,
        AUTHOR = "Yang, B. and Shao, Q.M. and Pan, L. and Li, W.B.",
        TITLE = "A study on regularized Weighted Least Square Support Vector
Classifier",
        JOURNAL = PRL,
        VOLUME = "108",
        YEAR = "2018",
        PAGES = "48-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113236"}

@article{bb116973,
        AUTHOR = "Zhu, X.F. and Li, N. and Pan, Y.Z.",
        TITLE = "Optimization Performance Comparison of Three Different Group
Intelligence Algorithms on a SVM for Hyperspectral Imagery
Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113237"}

@inproceedings{bb116974,
        AUTHOR = "Arvanitopoulos, N. and Bouzas, D. and Tefas, A.",
        TITLE = "Laplacian Support Vector Analysis for Subspace Discriminative
Learning",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1609-1614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113238"}

@inproceedings{bb116975,
        AUTHOR = "Orfanidis, G. and Tefas, A.",
        TITLE = "Exploiting subclass information in Support Vector Machines",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1076-1079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113239"}

@inproceedings{bb116976,
        AUTHOR = "Gavriilidis, V. and Tefas, A.",
        TITLE = "Random Walk Kernel Applications to Classification Using Support
Vector Machines",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3898-3903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113240"}

@article{bb116977,
        AUTHOR = "Zhu, Q.Y. and Qin, A.K. and Suganthan, P.N. and Huang, G.B.",
        TITLE = "Evolutionary extreme learning machine",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1759-1763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113241"}

@article{bb116978,
        AUTHOR = "Chen, C. and Li, W. and Su, H.J. and Liu, K.",
        TITLE = "Spectral-Spatial Classification of Hyperspectral Image Based on
Kernel Extreme Learning Machine",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "6",
        PAGES = "5795-5814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113242"}

@article{bb116979,
        AUTHOR = "Riccardi, A. and Fernandez Navarro, F. and Carloni, S.",
        TITLE = "Cost-Sensitive AdaBoost Algorithm for Ordinal Regression Based on
Extreme Learning Machine",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1898-1909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113243"}

@article{bb116980,
        AUTHOR = "Lopes, N. and Ribeiro, B.",
        TITLE = "Towards adaptive learning with improved convergence of deep belief
networks on graphics processing units",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "114-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113244"}

@inproceedings{bb116981,
        AUTHOR = "Ribeiro, B. and Ribeiro, B.",
        TITLE = "Extreme Learning Classifier with Deep Concepts",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:182-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113245"}

@article{bb116982,
        AUTHOR = "Li, J.J. and Xi, B.B. and Du, Q. and Song, R. and Li, Y.S. and Ren, G.B.",
        TITLE = "Deep Kernel Extreme-Learning Machine for the Spectral-Spatial
Classification of Hyperspectral Imagery",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113246"}

@article{bb116983,
        AUTHOR = "Shen, Y. and Zhu, S.J. and Chen, C. and Du, Q. and Xiao, L. and Chen, J.Y. and Pan, D.",
        TITLE = "Efficient Deep Learning of Nonlocal Features for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6029-6043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113247"}

@article{bb116984,
        AUTHOR = "Xie, W.Y. and Jia, X.P. and Li, Y.S. and Lei, J.",
        TITLE = "Hyperspectral Image Super-Resolution Using Deep Feature Matrix
Factorization",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6055-6067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113248"}

@article{bb116985,
        AUTHOR = "Li, W. and Wu, G.D. and Zhang, F. and Du, Q.",
        TITLE = "Hyperspectral Image Classification Using Deep Pixel-Pair Features",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "844-853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113249"}

@article{bb116986,
        AUTHOR = "Hu, J. and Zhao, M.H. and Li, Y.S.",
        TITLE = "Hyperspectral Image Super-Resolution by Deep Spatial-Spectral
Exploitation",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113250"}

@article{bb116987,
        AUTHOR = "Li, Y.S. and Zhao, M.H. and Hu, J.",
        TITLE = "Hyperspectral Image Super-Resolution by Deep Spatial-Spectral
Exploitation",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113250"}

@article{bb116988,
        AUTHOR = "Li, W. and Chen, C. and Su, H.J. and Du, Q.",
        TITLE = "Local Binary Patterns and Extreme Learning Machine for Hyperspectral
Imagery Classification",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3681-3693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113251"}

@article{bb116989,
        AUTHOR = "Ye, Y.B. and Qin, Y.",
        TITLE = "QR factorization based Incremental Extreme Learning Machine with
growth of hidden nodes",
        JOURNAL = PRL,
        VOLUME = "65",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "177-183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113252"}

@article{bb116990,
        AUTHOR = "Xu, X.Z. and Wang, G.Y. and Ding, S.F. and Jiang, X.Y. and Zhao, Z.P.",
        TITLE = "A new method for constructing granular neural networks based on rule
extraction and extreme learning machine",
        JOURNAL = PRL,
        VOLUME = "67, Part 2",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "138-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113253"}

@article{bb116991,
        AUTHOR = "Shen, Q. and Ban, X.J. and Liu, R. and Wang, Y.",
        TITLE = "Decay-weighted extreme learning machine for balance and optimization
learning",
        JOURNAL = MVA,
        VOLUME = "28",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "743-753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113254"}

@article{bb116992,
        AUTHOR = "Zhang, Y.S. and Wu, J. and Zhou, C. and Cai, Z.H.",
        TITLE = "Instance cloned extreme learning machine",
        JOURNAL = PR,
        VOLUME = "68",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "52-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113255"}

@article{bb116993,
        AUTHOR = "Cvetkovic, S. and Stojanovic, M.B. and Nikolic, S.V.",
        TITLE = "Multi-channel descriptors and ensemble of Extreme Learning Machines
for classification of remote sensing images",
        JOURNAL = SP:IC,
        VOLUME = "39, Part A",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "111-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113256"}

@article{bb116994,
        AUTHOR = "Quispe, A.M. and Petitjean, C. and Heutte, L.",
        TITLE = "Extreme learning machine for out-of-sample extension in Laplacian
eigenmaps",
        JOURNAL = PRL,
        VOLUME = "74",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "68-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113257"}

@article{bb116995,
        AUTHOR = "Kasun, L.L.C. and Yang, Y. and Huang, G.B. and Zhang, Z.",
        TITLE = "Dimension Reduction With Extreme Learning Machine",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3906-3918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113258"}

@article{bb116996,
        AUTHOR = "Zhang, L. and Zhang, D.",
        TITLE = "Robust Visual Knowledge Transfer via Extreme Learning Machine-Based
Domain Adaptation",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4959-4973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113259"}

@article{bb116997,
        AUTHOR = "Zhang, Y.S. and Wu, J. and Cai, Z.H. and Zhang, P. and Chen, L.",
        TITLE = "Memetic Extreme Learning Machine",
        JOURNAL = PR,
        VOLUME = "58",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "135-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113260"}

@article{bb116998,
        AUTHOR = "Chen, B.D. and Wang, X. and Lu, N. and Wang, S.Y. and Cao, J. and Qin, J.",
        TITLE = "Mixture correntropy for robust learning",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "318-327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113261"}

@article{bb116999,
        AUTHOR = "Haut, J.M. and Paoletti, M.E. and Plaza, J. and Plaza, A.",
        TITLE = "Fast dimensionality reduction and classification of hyperspectral
images with extreme learning machines",
        JOURNAL = RealTimeIP,
        VOLUME = "14",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "October",
        PAGES = "439-462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113262"}

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