@article{bb107000,
        AUTHOR = "Jung, H.G. and Kim, G.",
        TITLE = "Support Vector Number Reduction: Survey and Experimental Evaluations",
        JOURNAL = ITS,
        VOLUME = "15",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "463-476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103416"}

@article{bb107001,
        AUTHOR = "Doan, T.N. and Do, T.N. and Poulet, F.",
        TITLE = "Parallel incremental power mean SVM for the classification of
large-scale image datasets",
        JOURNAL = MultInfoRetr,
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        YEAR = "2014",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "89-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103417"}

@article{bb107002,
        AUTHOR = "Guo, H.S. and Wang, W.J.",
        TITLE = "An active learning-based SVM multi-class classification model",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1577-1597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103418"}

@article{bb107003,
        AUTHOR = "Carrasco, M. and Lopez, J. and Maldonado, S.",
        TITLE = "A multi-class SVM approach based on the L1-norm minimization of the
distances between the reduced convex hulls",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1598-1607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103419"}

@article{bb107004,
        AUTHOR = "Zhang, Y.Q. and Zhang, P.L.",
        TITLE = "Machine training and parameter settings with social emotional
optimization algorithm for support vector machine",
        JOURNAL = PRL,
        VOLUME = "54",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "36-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103420"}

@article{bb107005,
        AUTHOR = "Chang, C.C. and Chou, S.H.",
        TITLE = "Tuning of the hyperparameters for L2-loss SVMs with the RBF kernel by
the maximum-margin principle and the jackknife technique",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "12",
        PAGES = "3983-3992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103421"}

@article{bb107006,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "On the kernel Extreme Learning Machine speedup",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "205-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103422"}

@article{bb107007,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Multi-class Support Vector Machine classifiers using intrinsic and
penalty graphs",
        JOURNAL = PR,
        VOLUME = "55",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "231-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103423"}

@article{bb107008,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Nyström-based approximate kernel subspace learning",
        JOURNAL = PR,
        VOLUME = "57",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "190-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103424"}

@inproceedings{bb107009,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Prototype-based class-specific nonlinear subspace learning for
large-scale face verification",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103425"}

@inproceedings{bb107010,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Hierarchical class-specific kernel discriminant analysis for face
verification",
        BOOKTITLE = VCIP16,
        YEAR = "2016",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103426"}

@article{bb107011,
        AUTHOR = "Vural, E. and Guillemot, C.",
        TITLE = "Out-of-Sample Generalizations for Supervised Manifold Learning for
Classification",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1410-1424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103427"}

@article{bb107012,
        AUTHOR = "Loosli, G. and Canu, S. and Ong, C.S.",
        TITLE = "Learning SVM in Krein Spaces",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1204-1216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103428"}

@inproceedings{bb107013,
        AUTHOR = "Canu, S.",
        TITLE = "Recent Advances in Kernel Machines",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103429"}

@inproceedings{bb107014,
        AUTHOR = "Montagner, I.S. and Hirata, N.S.T. and Hirata, R. and Canu, S.",
        TITLE = "NILC: A two level learning algorithm with operator selection",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1873-1877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103430"}

@article{bb107015,
        AUTHOR = "Moraes, D. and Wainer, J. and Rocha, A.",
        TITLE = "Low false positive learning with support vector machines",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "340-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103431"}

@article{bb107016,
        AUTHOR = "Houthooft, R. and de Turck, F.",
        TITLE = "Integrated inference and learning of neural factors in structural
support vector machines",
        JOURNAL = PR,
        VOLUME = "59",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "292-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103432"}

@article{bb107017,
        AUTHOR = "Zhu, F. and Yang, J. and Gao, J.B. and Xu, C.Y.",
        TITLE = "Extended nearest neighbor chain induced instance-weights for SVMs",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "863-874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103433"}

@article{bb107018,
        AUTHOR = "Zhang, G.Q. and Sun, H.J. and Ji, Z.X. and Xia, G.Y. and Feng, L. and Sun, Q.S.",
        TITLE = "Kernel dictionary learning based discriminant analysis",
        JOURNAL = JVCIR,
        VOLUME = "40, Part B",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "470-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103434"}

@article{bb107019,
        AUTHOR = "Fan, Q. and Wang, Z. and Zha, H.Y. and Gao, D.",
        TITLE = "MREKLM: A fast multiple empirical kernel learning machine",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "197-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103435"}

@article{bb107020,
        AUTHOR = "Dong, A. and Chung, F.l. and Deng, Z. and Wang, S.",
        TITLE = "Semi-Supervised SVM With Extended Hidden Features",
        JOURNAL = Cyber,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2924-2937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103436"}

@article{bb107021,
        AUTHOR = "Jung, H.G.",
        TITLE = "Support vector number reduction by extending iterative preimage
addition using genetic algorithm-based preimage estimation",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "43-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103437"}

@article{bb107022,
        AUTHOR = "Jung, H.G.",
        TITLE = "Analysis of reduced-set construction using image reconstruction from a
HOG feature vector",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "December",
        PAGES = "725-732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103438"}

@article{bb107023,
        AUTHOR = "Morales, R.D. and Vazquez, A.N.",
        TITLE = "Improving the efficiency of IRWLS SVMs using parallel Cholesky
factorization",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "91-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103439"}

@article{bb107024,
        AUTHOR = "Duarte, E. and Wainer, J.",
        TITLE = "Empirical comparison of cross-validation and internal metrics for
tuning SVM hyperparameters",
        JOURNAL = PRL,
        VOLUME = "88",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "6-11",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103440"}

@article{bb107025,
        AUTHOR = "Chu, D. and Zhang, C.S. and Tao, Q.",
        TITLE = "A faster cutting plane algorithm with accelerated line search for
linear SVM",
        JOURNAL = PR,
        VOLUME = "67",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "127-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103441"}

@article{bb107026,
        AUTHOR = "Ding, S. and Zhang, X. and An, Y. and Xue, Y.",
        TITLE = "Weighted linear loss multiple birth support vector machine based on
information granulation for multi-class classification",
        JOURNAL = PR,
        VOLUME = "67",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "32-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103442"}

@article{bb107027,
        AUTHOR = "Du, M.J. and Ding, S. and Xue, Y.",
        TITLE = "A novel density peaks clustering algorithm for mixed data",
        JOURNAL = PRL,
        VOLUME = "97",
        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103443"}

@article{bb107028,
        AUTHOR = "Ping, Y. and Tian, Y.J. and Guo, C. and Wang, B.C. and Yang, Y.",
        TITLE = "FRSVC: Towards making support vector clustering consume less",
        JOURNAL = PR,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103444"}

@article{bb107029,
        AUTHOR = "Tharwat, A. and Hassanien, A.E. and Elnaghi, B.E.",
        TITLE = "A BA-based algorithm for parameter optimization of Support Vector
Machine",
        JOURNAL = PRL,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103445"}

@article{bb107030,
        AUTHOR = "Wang, X. and Thome, N. and Cord, M.",
        TITLE = "Gaze latent support vector machine for image classification improved
by weakly supervised region selection",
        JOURNAL = PR,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103446"}

@inproceedings{bb107031,
        AUTHOR = "Wang, X. and Thome, N. and Cord, M.",
        TITLE = "Gaze latent support vector machine for image classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "236-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103447"}

@article{bb107032,
        AUTHOR = "Gonzalez Serrano, F.J. and Navia Vazquez, A. and Amor Martin, A.",
        TITLE = "Training Support Vector Machines with privacy-protected data",
        JOURNAL = PR,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103448"}

@article{bb107033,
        AUTHOR = "Zuo, W. and Wang, F. and Zhang, D. and Lin, L. and Huang, Y. and Meng, D. and Zhang, L.",
        TITLE = "Distance Metric Learning via Iterated Support Vector Machines",
        JOURNAL = IP,
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        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4937-4950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103449"}

@article{bb107034,
        AUTHOR = "Chum, O.",
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        JOURNAL = IVC,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103450"}

@article{bb107035,
        AUTHOR = "Liu, Y. and Wen, K. and Gao, Q. and Gao, X. and Nie, F.P.",
        TITLE = "SVM based multi-label learning with missing labels for image
annotation",
        JOURNAL = PR,
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        YEAR = "2018",
        PAGES = "307-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103451"}

@article{bb107036,
        AUTHOR = "Kumar, D. and Thakur, M.",
        TITLE = "All-in-one multicategory least squares nonparallel hyperplanes
support vector machine",
        JOURNAL = PRL,
        VOLUME = "105",
        YEAR = "2018",
        PAGES = "165-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103452"}

@article{bb107037,
        AUTHOR = "Melki, G. and Cano, A. and Ventura, S.",
        TITLE = "MIRSVM: Multi-instance support vector machine with bag
representatives",
        JOURNAL = PR,
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        YEAR = "2018",
        PAGES = "228-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103453"}

@article{bb107038,
        AUTHOR = "An, Y.X. and Ding, S.F. and Shi, S.H. and Li, J.C.",
        TITLE = "Discrete space reinforcement learning algorithm based on support
vector machine classification",
        JOURNAL = PRL,
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        YEAR = "2018",
        PAGES = "30-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103454"}

@article{bb107039,
        AUTHOR = "Yang, Z.J. and Xu, Y.T.",
        TITLE = "A safe sample screening rule for Laplacian twin parametric-margin
support vector machine",
        JOURNAL = PR,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103455"}

@article{bb107040,
        AUTHOR = "Wang, Q.C. and Fu, G.Y. and Li, L.L. and Wang, H.Q. and Li, Y.Q.",
        TITLE = "Data-dependent multiple kernel learning algorithm based on
soft-grouping",
        JOURNAL = PRL,
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        YEAR = "2018",
        PAGES = "111-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103456"}

@article{bb107041,
        AUTHOR = "Agarwal, N. and Balasubramanian, V.N. and Jawahar, C.V.",
        TITLE = "Improving multiclass classification by deep networks using DAGSVM and
Triplet Loss",
        JOURNAL = PRL,
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        YEAR = "2018",
        PAGES = "184-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103457"}

@article{bb107042,
        AUTHOR = "Yao, Y.Z. and Shen, F. and Zhang, J. and Liu, L. and Tang, Z.M. and Shao, L.",
        TITLE = "Extracting Privileged Information for Enhancing Classifier Learning",
        JOURNAL = IP,
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        NUMBER = "1",
        MONTH = "January",
        PAGES = "436-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103458"}

@article{bb107043,
        AUTHOR = "Kang, X. and Duan, P. and Xiang, X. and Li, S. and Benediktsson, J.A.",
        TITLE = "Detection and Correction of Mislabeled Training Samples for
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
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        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5673-5686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103459"}

@article{bb107044,
        AUTHOR = "Liu, Y. and Hoai, M. and Shao, M. and Kim, T.",
        TITLE = "Latent Bi-Constraint SVM for Video-Based Object Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3044-3052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103460"}

@article{bb107045,
        AUTHOR = "Zareapoor, M. and Shamsolmoali, P. and Jain, D.K. and Wang, H.X. and Yang, J.",
        TITLE = "Kernelized support vector machine with deep learning:
An efficient approach for extreme multiclass dataset",
        JOURNAL = PRL,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103461"}

@article{bb107046,
        AUTHOR = "de Mello, A.R. and Stemmer, M.R. and Barbosa, F.G.O.",
        TITLE = "Support vector candidates selection via Delaunay graph and
convex-hull for large and high-dimensional datasets",
        JOURNAL = PRL,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103462"}

@article{bb107047,
        AUTHOR = "Durand, T. and Thome, N. and Cord, M.",
        TITLE = "Exploiting Negative Evidence for Deep Latent Structured Models",
        JOURNAL = PAMI,
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        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "337-351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103463"}

@inproceedings{bb107048,
        AUTHOR = "Durand, T. and Thome, N. and Cord, M.",
        TITLE = "MANTRA: Minimum Maximum Latent Structural SVM for Image
Classification and Ranking",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2713-2721",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103464"}

@inproceedings{bb107049,
        AUTHOR = "Durand, T. and Mordan, T. and Thome, N. and Cord, M.",
        TITLE = "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image
Classification, Pointwise Localization and Segmentation",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5957-5966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103465"}

@inproceedings{bb107050,
        AUTHOR = "Durand, T. and Thome, N. and Cord, M.",
        TITLE = "WELDON:
Weakly Supervised Learning of Deep Convolutional Neural Networks",
        BOOKTITLE = CVPR16,
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        PAGES = "4743-4752",
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@inproceedings{bb107051,
        AUTHOR = "Durand, T. and Thome, N. and Cord, M. and Picard, D.",
        TITLE = "Incremental learning of latent structural SVM for weakly supervised
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        BOOKTITLE = ICIP14,
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@inproceedings{bb107052,
        AUTHOR = "Lee, W. and Ko, B.J. and Wang, S. and Liu, C. and Leung, K.K.",
        TITLE = "Exact Incremental and Decremental Learning for LS-SVM",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2334-2338",
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@inproceedings{bb107053,
        AUTHOR = "Wu, G. and Tian, Y. and Liu, D.",
        TITLE = "Privileged Multi-Target Support Vector Regression",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
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@inproceedings{bb107054,
        AUTHOR = "Raziperchikolaei, R. and Carreira Perpinan, M.A.",
        TITLE = "Learning circulant support vector machines for fast image search",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
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@inproceedings{bb107055,
        AUTHOR = "Kawulok, M. and Nalepa, J. and Dudzik, W.",
        TITLE = "An Alternating Genetic Algorithm for Selecting SVM Model and Training
Set",
        BOOKTITLE = MCPR17,
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@inproceedings{bb107056,
        AUTHOR = "Guo, X.F. and Chen, W. and Yin, J.P.",
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@inproceedings{bb107057,
        AUTHOR = "Saikia, G. and Shivagunde, S. and Saradhi, V.V. and Kannao, R.D. and Guha, P.",
        TITLE = "Multiple kernel learning using data envelopment analysis and feature
vector selection and projection",
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        YEAR = "2016",
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@inproceedings{bb107058,
        AUTHOR = "Langenkamper, D. and Nattkemper, T.W.",
        TITLE = "COATL: A learning architecture for online real-time detection and
classification assistance for environmental data",
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@inproceedings{bb107059,
        AUTHOR = "Mao, X. and Fu, Z.Y. and Wu, O. and Hu, W.M.",
        TITLE = "Fast kernel SVM training via support vector identification",
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@inproceedings{bb107060,
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@inproceedings{bb107062,
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        TITLE = "Partial Linearization Based Optimization for Multi-class SVM",
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@inproceedings{bb107063,
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        TITLE = "Latent structural SVM with marginal probabilities for weakly labeled
structured learning",
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@inproceedings{bb107064,
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        TITLE = "A feature transformation method based on multi objective particle
swarm optimization for reducing support vector machine error",
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@inproceedings{bb107065,
        AUTHOR = "Bouchacourt, D. and Nowozin, S. and Kumar, M.P.",
        TITLE = "Entropy-Based Latent Structured Output Prediction",
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        PAGES = "2920-2928",
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@inproceedings{bb107066,
        AUTHOR = "Goto, M. and Ishida, R. and Uchida, S.",
        TITLE = "Preselection of support vector candidates by relative neighborhood
graph for large-scale character recognition",
        BOOKTITLE = ICDAR15,
        YEAR = "2015",
        PAGES = "306-310",
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@inproceedings{bb107067,
        AUTHOR = "Stamos, D. and Martelli, S. and Nabi, M. and McDonald, A. and Murino, V. and Pontil, M.",
        TITLE = "Learning with dataset bias in latent subcategory models",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3650-3658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103483"}

@inproceedings{bb107068,
        AUTHOR = "Shah, N. and Kolmogorov, V. and Lampert, C.H.",
        TITLE = "A multi-plane block-coordinate frank-wolfe algorithm for training
structural SVMs with a costly max-oracle",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2737-2745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103484"}

@inproceedings{bb107069,
        AUTHOR = "Xu, X. and Shimada, A. and Taniguch, R.I.",
        TITLE = "Exploring Image Specific Structured Loss for Image Annotation with
Incomplete Labelling",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "I: 704-719",
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@inproceedings{bb107070,
        AUTHOR = "Blondel, M. and Fujino, A. and Ueda, N.",
        TITLE = "Large-Scale Multiclass Support Vector Machine Training via Euclidean
Projection onto the Simplex",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1289-1294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103486"}

@inproceedings{bb107071,
        AUTHOR = "Chen, Y.D. and Li, R.",
        TITLE = "Effective Part Localization in Latent-SVM Training",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4269-4274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103487"}

@inproceedings{bb107072,
        AUTHOR = "Alvarez Meza, A.M. and Cardenas Pena, D. and Castellanos Dominguez, C.G.",
        TITLE = "Unsupervised Kernel Function Building Using Maximization of Information
Potential Variability",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "335-342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103488"}

@inproceedings{bb107073,
        AUTHOR = "Bilen, H. and Pedersoli, M. and Namboodiri, V.P. and Tuytelaars, T. and Van Gool, L.J.",
        TITLE = "Object Classification with Adaptable Regions",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "3662-3669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103489"}

@article{bb107074,
        AUTHOR = "Behl, A. and Mohapatra, P. and Jawahar, C.V. and Kumar, M.P.",
        TITLE = "Optimizing Average Precision Using Weakly Supervised Data",
        JOURNAL = PAMI,
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        PAGES = "2545-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103490"}

@inproceedings{bb107075,
        AUTHOR = "Behl, A. and Jawahar, C.V. and Kumar, M.P.",
        TITLE = "Optimizing Average Precision Using Weakly Supervised Data",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1011-1018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103490"}

@inproceedings{bb107076,
        AUTHOR = "Yang, J. and Sindhwani, V. and Fan, Q.F. and Avron, H. and Mahoney, M.W.",
        TITLE = "Random Laplace Feature Maps for Semigroup Kernels on Histograms",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "971-978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103491"}

@inproceedings{bb107077,
        AUTHOR = "Takami, M. and Bell, P. and Ommer, B.",
        TITLE = "Offline learning of prototypical negatives for efficient online
Exemplar SVM",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "377-384",
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@inproceedings{bb107078,
        AUTHOR = "Chen, D.Z. and Batra, D. and Freeman, W.T.",
        TITLE = "Group Norm for Learning Structured SVMs with Unstructured Latent
Variables",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "409-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103493"}

@inproceedings{bb107079,
        AUTHOR = "Vemulapalli, R. and Pillai, J.K. and Chellappa, R.",
        TITLE = "Kernel Learning for Extrinsic Classification of Manifold Features",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1782-1789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103494"}

@inproceedings{bb107080,
        AUTHOR = "Branson, S. and Beijbom, O. and Belongie, S.J.",
        TITLE = "Efficient Large-Scale Structured Learning",
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        YEAR = "2013",
        PAGES = "1806-1813",
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@inproceedings{bb107081,
        AUTHOR = "Candel, D. and Nanculef, R. and Concha, C. and Allende, H.",
        TITLE = "A Sequential Minimal Optimization Algorithm for the All-Distances
Support Vector Machine",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "484-491",
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@inproceedings{bb107082,
        AUTHOR = "Frandi, E. and Gasparo, M.G. and Lodi, S. and Nanculef, R. and Sartori, C.",
        TITLE = "A New Algorithm for Training SVMs Using Approximate Minimal Enclosing
Balls",
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        YEAR = "2010",
        PAGES = "87-95",
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@inproceedings{bb107083,
        AUTHOR = "Zhang, D.Y. and Wang, X.L. and Liu, B.Q.",
        TITLE = "Learning the Kernel Combination for Object Categorization",
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        YEAR = "2010",
        PAGES = "2929-2932",
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@inproceedings{bb107084,
        AUTHOR = "Timm, F. and Klement, S. and Martinetz, T.",
        TITLE = "Fast model selection for MaxMinOver-based training of support vector
machines",
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        YEAR = "2008",
        PAGES = "1-4",
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@inproceedings{bb107085,
        AUTHOR = "Sentelle, C. and Anagnostopoulos, G.C. and Georgiopoulos, M.",
        TITLE = "A fast revised simplex method for SVM training",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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@inproceedings{bb107086,
        AUTHOR = "Schnitzspan, P. and Fritz, M. and Schiele, B.",
        TITLE = "Hierarchical Support Vector Random Fields:
Joint Training to Combine Local and Global Features",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "II: 527-540",
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@inproceedings{bb107087,
        AUTHOR = "Mejia Guevara, I. and Kuri Morales, A.",
        TITLE = "MP-Polynomial Kernel for Training Support Vector Machines",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "584-593",
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@inproceedings{bb107088,
        AUTHOR = "Lebrun, G. and Charrier, C. and Cardot, H.",
        TITLE = "SVM training time reduction using vector quantization",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 160-163",
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@inproceedings{bb107089,
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        TITLE = "A Geometric Approach to Train Support Vector Machines",
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@article{bb107090,
        AUTHOR = "Lau, K.W. and Wu, Q.H.",
        TITLE = "Online training of support vector classifier",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1913-1920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103505"}

@article{bb107091,
        AUTHOR = "Lau, K.W. and Wu, Q.H.",
        TITLE = "Leave one support vector out cross validation for fast estimation of
generalization errors",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1835-1840",
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@article{bb107092,
        AUTHOR = "Katagiri, S. and Abe, S.",
        TITLE = "Incremental training of support vector machines using hyperspheres",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1495-1507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103507"}

@article{bb107093,
        AUTHOR = "Abe, S.",
        TITLE = "Fuzzy support vector machines for multilabel classification",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "6",
        PAGES = "2110-2117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103508"}

@article{bb107094,
        AUTHOR = "Cheng, S.X. and Shih, F.Y.",
        TITLE = "An improved incremental training algorithm for support vector machines
using active query",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "964-971",
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@article{bb107095,
        AUTHOR = "Carvalho, B.P.R. and Braga, A.P.",
        TITLE = "IP-LSSVM: A two-step sparse classifier",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "1507-1515",
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@article{bb107096,
        AUTHOR = "Duan, H. and Shao, X.J. and Hou, W.Z. and He, G.P. and Zeng, Q.T.",
        TITLE = "An incremental learning algorithm for Lagrangian support vector
machines",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "1384-1391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103511"}

@article{bb107097,
        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#TT103512"}

@article{bb107098,
        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#TT103513"}

@article{bb107099,
        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",
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        PAGES = "1838-1852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103514"}

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