@inproceedings{bb117000,
        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#TT113264"}

@inproceedings{bb117001,
        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#TT113265"}

@inproceedings{bb117002,
        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#TT113266"}

@inproceedings{bb117003,
        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#TT113267"}

@inproceedings{bb117004,
        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#TT113268"}

@inproceedings{bb117005,
        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#TT113269"}

@inproceedings{bb117006,
        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#TT113270"}

@inproceedings{bb117007,
        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#TT113271"}

@article{bb117008,
        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#TT113272"}

@article{bb117009,
        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#TT113273"}

@article{bb117010,
        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#TT113274"}

@article{bb117011,
        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#TT113275"}

@article{bb117012,
        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#TT113276"}

@article{bb117013,
        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#TT113277"}

@inproceedings{bb117014,
        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#TT113278"}

@article{bb117015,
        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#TT113279"}

@article{bb117016,
        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#TT113280"}

@article{bb117017,
        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#TT113281"}

@article{bb117018,
        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#TT113282"}

@article{bb117019,
        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#TT113283"}

@article{bb117020,
        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#TT113284"}

@inproceedings{bb117021,
        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#TT113285"}

@article{bb117022,
        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#TT113286"}

@inproceedings{bb117023,
        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#TT113287"}

@inproceedings{bb117024,
        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#TT113288"}

@article{bb117025,
        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#TT113289"}

@article{bb117026,
        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#TT113290"}

@article{bb117027,
        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#TT113291"}

@article{bb117028,
        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#TT113292"}

@article{bb117029,
        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#TT113293"}

@article{bb117030,
        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#TT113294"}

@article{bb117031,
        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#TT113295"}

@article{bb117032,
        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#TT113296"}

@article{bb117033,
        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#TT113297"}

@article{bb117034,
        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#TT113298"}

@article{bb117035,
        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#TT113299"}

@inproceedings{bb117036,
        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#TT113300"}

@article{bb117037,
        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#TT113301"}

@article{bb117038,
        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#TT113302"}

@article{bb117039,
        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#TT113303"}

@article{bb117040,
        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#TT113304"}

@inproceedings{bb117041,
        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#TT113305"}

@inproceedings{bb117042,
        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#TT113306"}

@inproceedings{bb117043,
        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#TT113307"}

@inproceedings{bb117044,
        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#TT113308"}

@inproceedings{bb117045,
        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#TT113309"}

@inproceedings{bb117046,
        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#TT113310"}

@article{bb117047,
        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#TT113311"}

@inproceedings{bb117048,
        AUTHOR = "Vapnik, V.",
        TITLE = "The Support Vector Method",
        BOOKTITLE = "ICANN97",
        YEAR = "1997",
        PAGES = "263-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113312"}

@inproceedings{bb117049,
        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#TT113313"}

@book{bb117050,
        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#TT113314"}

@book{bb117051,
        TITLE = "LIBSVMTL: a Support Vector Machine Template Library",
        PUBLISHER = "Online",
        YEAR = "2001",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113315"}

@book{bb117052,
        AUTHOR = "Scholkopf, B.",
        TITLE = "Support Vector Machines",
        PUBLISHER = "Oldenbourg Verlag",
        YEAR = "1997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113316"}

@inproceedings{bb117053,
        AUTHOR = "Scholkopf, B.",
        TITLE = "Support Vector Learning",
        BOOKTITLE = "R. Oldenbourg Verlag",
        YEAR = "1997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113317"}

@article{bb117054,
        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#TT113318"}

@article{bb117055,
        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#TT113319"}

@inproceedings{bb117056,
        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#TT113320"}

@book{bb117057,
        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#TT113321"}

@article{bb117058,
        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#TT113322"}

@article{bb117059,
        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#TT113323"}

@book{bb117060,
        AUTHOR = "Abe, S.",
        TITLE = "Support Vector Machines for Pattern Classification",
        PUBLISHER = "Springer-Verlag",
        YEAR = "2010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT113324"}

@article{bb117061,
        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#TT113325"}

@article{bb117062,
        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#TT113326"}

@article{bb117063,
        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#TT113327"}

@article{bb117064,
        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#TT113328"}

@article{bb117065,
        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#TT113329"}

@article{bb117066,
        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#TT113330"}

@article{bb117067,
        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#TT113331"}

@inproceedings{bb117068,
        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#TT113332"}

@inproceedings{bb117069,
        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#TT113333"}

@inproceedings{bb117070,
        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#TT113334"}

@article{bb117071,
        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#TT113335"}

@article{bb117072,
        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#TT113336"}

@article{bb117073,
        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#TT113337"}

@article{bb117074,
        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#TT113338"}

@inproceedings{bb117075,
        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#TT113339"}

@article{bb117076,
        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#TT113340"}

@article{bb117077,
        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#TT113341"}

@article{bb117078,
        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#TT113342"}

@article{bb117079,
        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#TT113343"}

@article{bb117080,
        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#TT113344"}

@article{bb117081,
        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#TT113344"}

@article{bb117082,
        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#TT113345"}

@article{bb117083,
        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#TT113346"}

@article{bb117084,
        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#TT113347"}

@article{bb117085,
        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#TT113348"}

@article{bb117086,
        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#TT113349"}

@article{bb117087,
        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#TT113350"}

@article{bb117088,
        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#TT113351"}

@article{bb117089,
        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#TT113352"}

@article{bb117090,
        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#TT113353"}

@article{bb117091,
        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#TT113354"}

@article{bb117092,
        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#TT113355"}

@article{bb117093,
        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#TT113356"}

@article{bb117094,
        AUTHOR = "Li, R. and Wang, X.D. and Lei, L. and Wu, C.M.",
        TITLE = "Representation learning by hierarchical ELM auto-encoder with double
random hidden layers",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "411-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113357"}

@article{bb117095,
        AUTHOR = "Chen, L.J. and Honeine, P. and Hua, Q. and Zhao, J.H. and Xia, S.",
        TITLE = "Correntropy-based robust multilayer extreme learning machines",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "357-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113358"}

@article{bb117096,
        AUTHOR = "Cai, Y.M. and Liu, X.B. and Zhang, Y.S. and Cai, Z.",
        TITLE = "Hierarchical ensemble of Extreme Learning Machine",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "101-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113359"}

@article{bb117097,
        AUTHOR = "Pradhan, M.K. and Minz, S. and Shrivastava, V.K.",
        TITLE = "Fast active learning for hyperspectral image classification using
extreme learning machine",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "549-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113360"}

@article{bb117098,
        AUTHOR = "Cao, F. and Yang, Z. and Ren, J. and Chen, W. and Han, G. and Shen, Y.",
        TITLE = "Local Block Multilayer Sparse Extreme Learning Machine for Effective
Feature Extraction and Classification of Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5580-5594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113361"}

@article{bb117099,
        AUTHOR = "Zhang, W.Y. and Zhang, Z.J. and Wang, L. and Chao, H.C. and Zhou, Z.B.",
        TITLE = "Extreme learning machines with expectation kernels",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT113362"}

Last update:Oct 24, 2021 at 16:35:58