@article{bb106800,
        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#TT103218"}

@article{bb106801,
        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#TT103219"}

@article{bb106802,
        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#TT103220"}

@article{bb106803,
        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#TT103221"}

@article{bb106804,
        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#TT103222"}

@article{bb106805,
        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#TT103223"}

@article{bb106806,
        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",
        PAGES = "46-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103224"}

@article{bb106807,
        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,
        VOLUME = "69",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "286-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103225"}

@article{bb106808,
        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,
        VOLUME = "93",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "13-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103226"}

@article{bb106809,
        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,
        VOLUME = "72",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "59-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103227"}

@inproceedings{bb106810,
        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#TT103228"}

@article{bb106811,
        AUTHOR = "Gonzalez Serrano, F.J. and Navia Vazquez, A. and Amor Martin, A.",
        TITLE = "Training Support Vector Machines with privacy-protected data",
        JOURNAL = PR,
        VOLUME = "72",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "93-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103229"}

@article{bb106812,
        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,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4937-4950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103230"}

@article{bb106813,
        AUTHOR = "Chum, O.",
        TITLE = "Optimizing explicit feature maps on intervals",
        JOURNAL = IVC,
        VOLUME = "66",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "36-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103231"}

@article{bb106814,
        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,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "307-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103232"}

@article{bb106815,
        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#TT103233"}

@article{bb106816,
        AUTHOR = "Melki, G. and Cano, A. and Ventura, S.",
        TITLE = "MIRSVM: Multi-instance support vector machine with bag
representatives",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "228-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103234"}

@article{bb106817,
        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,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "30-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103235"}

@article{bb106818,
        AUTHOR = "Yang, Z.J. and Xu, Y.T.",
        TITLE = "A safe sample screening rule for Laplacian twin parametric-margin
support vector machine",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "1-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103236"}

@article{bb106819,
        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,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "111-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103237"}

@article{bb106820,
        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,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "184-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103238"}

@article{bb106821,
        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,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "436-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103239"}

@article{bb106822,
        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,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5673-5686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103240"}

@article{bb106823,
        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#TT103241"}

@article{bb106824,
        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,
        VOLUME = "115",
        YEAR = "2018",
        PAGES = "4-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103242"}

@article{bb106825,
        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,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "43-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103243"}

@article{bb106826,
        AUTHOR = "Durand, T. and Thome, N. and Cord, M.",
        TITLE = "Exploiting Negative Evidence for Deep Latent Structured Models",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "337-351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103244"}

@inproceedings{bb106827,
        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#TT103245"}

@inproceedings{bb106828,
        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#TT103246"}

@inproceedings{bb106829,
        AUTHOR = "Durand, T. and Thome, N. and Cord, M.",
        TITLE = "WELDON:
Weakly Supervised Learning of Deep Convolutional Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4743-4752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103247"}

@inproceedings{bb106830,
        AUTHOR = "Durand, T. and Thome, N. and Cord, M. and Picard, D.",
        TITLE = "Incremental learning of latent structural SVM for weakly supervised
image classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4246-4250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103248"}

@inproceedings{bb106831,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103249"}

@inproceedings{bb106832,
        AUTHOR = "Wu, G. and Tian, Y. and Liu, D.",
        TITLE = "Privileged Multi-Target Support Vector Regression",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "385-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103250"}

@inproceedings{bb106833,
        AUTHOR = "Raziperchikolaei, R. and Carreira Perpinan, M.A.",
        TITLE = "Learning circulant support vector machines for fast image search",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "385-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103251"}

@inproceedings{bb106834,
        AUTHOR = "Kawulok, M. and Nalepa, J. and Dudzik, W.",
        TITLE = "An Alternating Genetic Algorithm for Selecting SVM Model and Training
Set",
        BOOKTITLE = MCPR17,
        YEAR = "2017",
        PAGES = "94-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103252"}

@inproceedings{bb106835,
        AUTHOR = "Guo, X.F. and Chen, W. and Yin, J.P.",
        TITLE = "A simple approach for unsupervised domain adaptation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1566-1570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103253"}

@inproceedings{bb106836,
        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",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "520-524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103254"}

@inproceedings{bb106837,
        AUTHOR = "Langenkamper, D. and Nattkemper, T.W.",
        TITLE = "COATL: A learning architecture for online real-time detection and
classification assistance for environmental data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "597-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103255"}

@inproceedings{bb106838,
        AUTHOR = "Mao, X. and Fu, Z.Y. and Wu, O. and Hu, W.M.",
        TITLE = "Fast kernel SVM training via support vector identification",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1554-1559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103256"}

@inproceedings{bb106839,
        AUTHOR = "Liu, Y.W. and Xu, J.",
        TITLE = "One-pass online SVM with extremely small space complexity",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3482-3487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103257"}

@inproceedings{bb106840,
        AUTHOR = "Li, W. and Dai, D. and Tan, M. and Xu, D. and Van Gool, L.J.",
        TITLE = "Fast Algorithms for Linear and Kernel SVM+",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2258-2266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103258"}

@inproceedings{bb106841,
        AUTHOR = "Mohapatra, P. and Dokania, P.K. and Jawahar, C.V. and Kumar, M.P.",
        TITLE = "Partial Linearization Based Optimization for Multi-class SVM",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 842-857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103259"}

@inproceedings{bb106842,
        AUTHOR = "Namin, S.R. and Alvarez, J.M. and Kneip, L. and Petersson, L.",
        TITLE = "Latent structural SVM with marginal probabilities for weakly labeled
structured learning",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3733-3737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103260"}

@inproceedings{bb106843,
        AUTHOR = "Hoseinkhani, F. and Nasersharif, B.",
        TITLE = "A feature transformation method based on multi objective particle
swarm optimization for reducing support vector machine error",
        BOOKTITLE = IPRIA15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103261"}

@inproceedings{bb106844,
        AUTHOR = "Bouchacourt, D. and Nowozin, S. and Kumar, M.P.",
        TITLE = "Entropy-Based Latent Structured Output Prediction",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2920-2928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103262"}

@inproceedings{bb106845,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103263"}

@inproceedings{bb106846,
        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#TT103264"}

@inproceedings{bb106847,
        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#TT103265"}

@inproceedings{bb106848,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103266"}

@inproceedings{bb106849,
        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#TT103267"}

@inproceedings{bb106850,
        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#TT103268"}

@inproceedings{bb106851,
        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#TT103269"}

@inproceedings{bb106852,
        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#TT103270"}

@article{bb106853,
        AUTHOR = "Behl, A. and Mohapatra, P. and Jawahar, C.V. and Kumar, M.P.",
        TITLE = "Optimizing Average Precision Using Weakly Supervised Data",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2545-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103271"}

@inproceedings{bb106854,
        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#TT103271"}

@inproceedings{bb106855,
        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#TT103272"}

@inproceedings{bb106856,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103273"}

@inproceedings{bb106857,
        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#TT103274"}

@inproceedings{bb106858,
        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#TT103275"}

@inproceedings{bb106859,
        AUTHOR = "Branson, S. and Beijbom, O. and Belongie, S.J.",
        TITLE = "Efficient Large-Scale Structured Learning",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1806-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103276"}

@inproceedings{bb106860,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103277"}

@inproceedings{bb106861,
        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",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "87-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103278"}

@inproceedings{bb106862,
        AUTHOR = "Zhang, D.Y. and Wang, X.L. and Liu, B.Q.",
        TITLE = "Learning the Kernel Combination for Object Categorization",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2929-2932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103279"}

@inproceedings{bb106863,
        AUTHOR = "Timm, F. and Klement, S. and Martinetz, T.",
        TITLE = "Fast model selection for MaxMinOver-based training of support vector
machines",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103280"}

@inproceedings{bb106864,
        AUTHOR = "Sentelle, C. and Anagnostopoulos, G.C. and Georgiopoulos, M.",
        TITLE = "A fast revised simplex method for SVM training",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103281"}

@inproceedings{bb106865,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103282"}

@inproceedings{bb106866,
        AUTHOR = "Mejia Guevara, I. and Kuri Morales, A.",
        TITLE = "MP-Polynomial Kernel for Training Support Vector Machines",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "584-593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103283"}

@inproceedings{bb106867,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103284"}

@inproceedings{bb106868,
        AUTHOR = "Yang, M.H. and Ahuja, N.",
        TITLE = "A Geometric Approach to Train Support Vector Machines",
        BOOKTITLE = CVPR00,
        YEAR = "2000",
        PAGES = "I: 430-437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT103285"}

@article{bb106869,
        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#TT103286"}

@article{bb106870,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103287"}

@article{bb106871,
        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#TT103288"}

@article{bb106872,
        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#TT103289"}

@article{bb106873,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103290"}

@article{bb106874,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103291"}

@article{bb106875,
        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#TT103292"}

@article{bb106876,
        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#TT103293"}

@article{bb106877,
        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#TT103294"}

@article{bb106878,
        AUTHOR = "Nikitidis, S. and Nikolaidis, N. and Pitas, I.",
        TITLE = "Multiplicative update rules for incremental training of multiclass
support vector machines",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1838-1852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103295"}

@inproceedings{bb106879,
        AUTHOR = "Nikitidis, S. and Nikolaidis, N. and Pitas, I.",
        TITLE = "Incremental Training of Multiclass Support Vector Machines",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4267-4270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103296"}

@article{bb106880,
        AUTHOR = "Qi, Z.Q. and Tian, Y.J. and Shi, Y.",
        TITLE = "Robust twin support vector machine for pattern classification",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "305-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103297"}

@article{bb106881,
        AUTHOR = "Tian, Y.J. and Qi, Z.Q. and Ju, X. and Shi, Y. and Liu, X.",
        TITLE = "Nonparallel Support Vector Machines for Pattern Classification",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1067-1079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103298"}

@article{bb106882,
        AUTHOR = "Chen, D. and Tian, Y.J. and Liu, X.H.",
        TITLE = "Structural nonparallel support vector machine for pattern recognition",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "296-305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103299"}

@article{bb106883,
        AUTHOR = "Shen, X. and Niu, L.F. and Qi, Z. and Tian, Y.J.",
        TITLE = "Support vector machine classifier with truncated pinball loss",
        JOURNAL = PR,
        VOLUME = "68",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "199-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103300"}

@article{bb106884,
        AUTHOR = "Zhao, J.W. and Yan, G.R. and Feng, B.Q. and Mao, W.T. and Bai, J.Q.",
        TITLE = "An adaptive support vector regression based on a new sequence of
unified orthogonal polynomials",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "899-913",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103301"}

@article{bb106885,
        AUTHOR = "Ji, Y. and Sun, S.",
        TITLE = "Multitask multiclass support vector machines: Model and experiments",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "914-924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103302"}

@article{bb106886,
        AUTHOR = "Peng, J.X. and Ferguson, S. and Rafferty, K. and Stewart, V.",
        TITLE = "A sequential algorithm for sparse support vector classifiers",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1195-1208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103303"}

@article{bb106887,
        AUTHOR = "Wang, Z. and Shao, Y.H. and Wu, T.R.",
        TITLE = "A GA-based model selection for smooth twin parametric-margin support
vector machine",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2267-2277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103304"}

@article{bb106888,
        AUTHOR = "Souza, R.C.S.N.P. and Leite, S.C. and Borges, C.C.H. and Neto, R.F.",
        TITLE = "Online algorithm based on support vectors for orthogonal regression",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1394-1404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103305"}

@article{bb106889,
        AUTHOR = "Hou, C.P. and Nie, F.P. and Zhang, C.S. and Yi, D.Y. and Wu, Y.",
        TITLE = "Multiple rank multi-linear SVM for matrix data classification",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "454-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103306"}

@article{bb106890,
        AUTHOR = "Kim, K. and Lee, D.W.",
        TITLE = "Inductive manifold learning using structured support vector machine",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "470-479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103307"}

@article{bb106891,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Part level transfer regularization for enhancing exemplar SVMs",
        JOURNAL = CVIU,
        VOLUME = "138",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "114-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103308"}

@inproceedings{bb106892,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Enhancing Exemplar SVMs using Part Level Transfer Regularization",
        BOOKTITLE = BMVC12,
        YEAR = "2012",
        PAGES = "79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103309"}

@inproceedings{bb106893,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Multi-Task Multi-Sample Learning",
        BOOKTITLE = TASKCV14,
        YEAR = "2014",
        PAGES = "78-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103310"}

@article{bb106894,
        AUTHOR = "Wang, D. and Zhang, X.Q. and Fan, M.Y. and Ye, X.Z.",
        TITLE = "Hierarchical mixing linear support vector machines for nonlinear
classification",
        JOURNAL = PR,
        VOLUME = "59",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "255-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103311"}

@article{bb106895,
        AUTHOR = "Zhu, X. and Gao, Z.H.",
        TITLE = "An efficient gradient-based model selection algorithm for
multi-output least-squares support vector regression machines",
        JOURNAL = PRL,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "16-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103312"}

@inproceedings{bb106896,
        AUTHOR = "Zhou, S.S. and Liu, M.N.",
        TITLE = "A New Sparse LSSVM Method Based the Revised LARS",
        BOOKTITLE = CMVIT17,
        YEAR = "2017",
        PAGES = "46-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103313"}

@inproceedings{bb106897,
        AUTHOR = "Shapovalova, N. and Mori, G.",
        TITLE = "Clustered Exemplar-SVM:
Discovering sub-categories for visual recognition",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "93-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103314"}

@inproceedings{bb106898,
        AUTHOR = "Xie, W. and Uhlmann, S. and Kiranyaz, S. and Gabbouj, M.",
        TITLE = "Incremental Learning with Support Vector Data Description",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3904-3909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103315"}

@inproceedings{bb106899,
        AUTHOR = "Rosales Perez, A. and Gonzalez, J.A. and Coello Coello, C.A. and Reyes Garcia, C.A. and Escalante, H.J.",
        TITLE = "Evolutionary Multi-Objective Approach for Prototype Generation and
Feature Selection",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "424-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT103316"}

Last update:Feb 7, 2020 at 17:28:46