@inproceedings{bb129900,
AUTHOR = "Jie, L. and Tommasi, T. and Caputo, B.",
TITLE = "Multiclass transfer learning from unconstrained priors",
BOOKTITLE = ICCV11,
YEAR = "2011",
PAGES = "1863-1870",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126011"}
@article{bb129901,
AUTHOR = "Davenport, M.A. and Baraniuk, R.G. and Scott, C.D.",
TITLE = "Tuning Support Vector Machines for Minimax and Neyman-Pearson
Classification",
JOURNAL = PAMI,
VOLUME = "32",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "1888-1898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126012"}
@article{bb129902,
AUTHOR = "Bellala, G. and Stanley, J. and Bhavnani, S.K. and Scott, C.D.",
TITLE = "A Rank-Based Approach to Active Diagnosis",
JOURNAL = PAMI,
VOLUME = "35",
YEAR = "2013",
NUMBER = "9",
PAGES = "2078-2090",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126013"}
@article{bb129903,
AUTHOR = "Kim, J.S. and Scott, C.D.",
TITLE = "L(2) Kernel Classification",
JOURNAL = PAMI,
VOLUME = "32",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "1822-1831",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126014"}
@article{bb129904,
AUTHOR = "Maulik, U. and Chakraborty, D.",
TITLE = "A self-trained ensemble with semisupervised SVM:
An application to pixel classification of remote sensing imagery",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "3",
MONTH = "March",
PAGES = "615-623",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126015"}
@article{bb129905,
AUTHOR = "Maulik, U. and Chakraborty, D.",
TITLE = "Learning with transductive SVM for semisupervised pixel classification
of remote sensing imagery",
JOURNAL = PandRS,
VOLUME = "77",
YEAR = "2013",
NUMBER = "1",
MONTH = "March",
PAGES = "66-78",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126016"}
@article{bb129906,
AUTHOR = "Airola, A. and Pahikkala, T. and Salakoski, T.",
TITLE = "Training linear ranking SVMs in linearithmic time using red-black trees",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "9",
MONTH = "July",
PAGES = "1328-1336",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126017"}
@inproceedings{bb129907,
AUTHOR = "Heimonen, J.H. and Salakoski, T. and Pahikkala, T.",
TITLE = "Properties of Object-Level Cross-Validation Schemes for Symmetric
Pair-Input Data",
BOOKTITLE = SSSPR14,
YEAR = "2014",
PAGES = "384-393",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126018"}
@article{bb129908,
AUTHOR = "Rivas Perea, P. and Cota Ruiz, J.",
TITLE = "An algorithm for training a large scale support vector machine for
regression based on linear programming and decomposition methods",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "4",
MONTH = "March",
PAGES = "439-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126019"}
@book{bb129909,
AUTHOR = "Cota Ruiz, J. and Rivas Perea, P.",
TITLE = "An algorithm for training a large scale support vector machine for
regression based on linear programming and decomposition methods",
YEAR = "2013",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126019"}
@article{bb129910,
AUTHOR = "Rivas Perea, P. and Cota Ruiz, J. and Rosiles, J.G.",
TITLE = "Corrigendum to 'An algorithm for training a large scale support vector
machine for regression based on linear programming and decomposition
methods'",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "6",
MONTH = "April",
PAGES = "678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126020"}
@article{bb129911,
AUTHOR = "Prato, M. and Zanni, L.",
TITLE = "A practical use of regularization for supervised learning with kernel
methods",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "6",
MONTH = "April",
PAGES = "610-618",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126021"}
@article{bb129912,
AUTHOR = "Xu, S. and An, X. and Qiao, X.D. and Zhu, L.J. and Li, L.",
TITLE = "Multi-output least-squares support vector regression machines",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "9",
MONTH = "July",
PAGES = "1078-1084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126022"}
@article{bb129913,
AUTHOR = "Mordelet, F. and Vert, J.P.",
TITLE = "A bagging SVM to learn from positive and unlabeled examples",
JOURNAL = PRL,
VOLUME = "37",
YEAR = "2014",
NUMBER = "1",
PAGES = "201-209",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126023"}
@article{bb129914,
AUTHOR = "Anguita, D. and Ghio, A. and Oneto, L. and Ridella, S.",
TITLE = "Unlabeled patterns to tighten Rademacher complexity error bounds for
kernel classifiers",
JOURNAL = PRL,
VOLUME = "37",
YEAR = "2014",
NUMBER = "1",
PAGES = "210-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126024"}
@article{bb129915,
AUTHOR = "Singla, A. and Patra, S. and Bruzzone, L.",
TITLE = "A novel classification technique based on progressive transductive
SVM learning",
JOURNAL = PRL,
VOLUME = "42",
YEAR = "2014",
NUMBER = "1",
PAGES = "101-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126025"}
@article{bb129916,
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#TT126026"}
@article{bb129917,
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,
VOLUME = "3",
YEAR = "2014",
NUMBER = "2",
MONTH = "June",
PAGES = "89-96",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126027"}
@article{bb129918,
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#TT126028"}
@article{bb129919,
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#TT126029"}
@article{bb129920,
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#TT126030"}
@article{bb129921,
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#TT126031"}
@article{bb129922,
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#TT126032"}
@article{bb129923,
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#TT126033"}
@article{bb129924,
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#TT126034"}
@inproceedings{bb129925,
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#TT126035"}
@inproceedings{bb129926,
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#TT126036"}
@article{bb129927,
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#TT126037"}
@article{bb129928,
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#TT126038"}
@inproceedings{bb129929,
AUTHOR = "Canu, S.",
TITLE = "Recent Advances in Kernel Machines",
BOOKTITLE = CIARP10,
YEAR = "2010",
PAGES = "1",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126039"}
@inproceedings{bb129930,
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#TT126040"}
@article{bb129931,
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#TT126041"}
@article{bb129932,
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#TT126042"}
@article{bb129933,
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#TT126043"}
@article{bb129934,
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#TT126044"}
@article{bb129935,
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#TT126045"}
@article{bb129936,
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#TT126046"}
@article{bb129937,
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#TT126047"}
@article{bb129938,
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#TT126048"}
@article{bb129939,
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#TT126049"}
@article{bb129940,
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#TT126050"}
@article{bb129941,
AUTHOR = "Chu, D.J. 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#TT126051"}
@article{bb129942,
AUTHOR = "Ding, S.F. and Zhang, X.K. and An, Y.X. 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#TT126052"}
@article{bb129943,
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#TT126053"}
@article{bb129944,
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#TT126054"}
@article{bb129945,
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#TT126055"}
@article{bb129946,
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#TT126056"}
@inproceedings{bb129947,
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#TT126057"}
@article{bb129948,
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#TT126058"}
@article{bb129949,
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#TT126059"}
@article{bb129950,
AUTHOR = "Liu, Y. and Wen, K. and Gao, Q. and Gao, X.B. 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#TT126060"}
@article{bb129951,
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#TT126061"}
@article{bb129952,
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#TT126062"}
@article{bb129953,
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#TT126063"}
@article{bb129954,
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#TT126064"}
@article{bb129955,
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#TT126065"}
@article{bb129956,
AUTHOR = "Yao, Y.Z. and Shen, F.M. 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#TT126066"}
@article{bb129957,
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#TT126067"}
@article{bb129958,
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#TT126068"}
@article{bb129959,
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#TT126069"}
@article{bb129960,
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#TT126070"}
@article{bb129961,
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#TT126071"}
@inproceedings{bb129962,
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#TT126072"}
@inproceedings{bb129963,
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#TT126073"}
@inproceedings{bb129964,
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#TT126074"}
@inproceedings{bb129965,
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#TT126075"}
@article{bb129966,
AUTHOR = "Mills, P.",
TITLE = "Accelerating kernel classifiers through borders mapping",
JOURNAL = RealTimeIP,
VOLUME = "17",
YEAR = "2020",
NUMBER = "2",
MONTH = "April",
PAGES = "313-327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126076"}
@article{bb129967,
AUTHOR = "Liu, L.M. and Chu, M.X. and Gong, R.F. and Peng, Y.C.",
TITLE = "Nonparallel support vector machine with large margin distribution for
pattern classification",
JOURNAL = PR,
VOLUME = "106",
YEAR = "2020",
PAGES = "107374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126077"}
@article{bb129968,
AUTHOR = "Wang, K. and Cheng, L.G. and Yong, B.",
TITLE = "Spectral-Similarity-Based Kernel of SVM for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126078"}
@article{bb129969,
AUTHOR = "Dang, S. and Cao, Z. and Cui, Z. and Pi, Y. and Liu, N.",
TITLE = "Class Boundary Exemplar Selection Based Incremental Learning for
Automatic Target Recognition",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "5782-5792",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126079"}
@article{bb129970,
AUTHOR = "da Silva Santos, C.E. and Sampaio, R.C. and dos Santos Coelho, L. and Bestard, G.A. and Llanos, C.H.",
TITLE = "Multi-objective adaptive differential evolution for SVM/SVR
hyperparameters selection",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107649",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126080"}
@article{bb129971,
AUTHOR = "Torres Barran, A. and Alaiz, C.M. and Dorronsoro, J.R.",
TITLE = "Faster SVM training via conjugate SMO",
JOURNAL = PR,
VOLUME = "111",
YEAR = "2021",
PAGES = "107644",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126081"}
@article{bb129972,
AUTHOR = "Liang, Z.Z. and Zhang, L.",
TITLE = "Uncertainty-aware twin support vector machines",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108706",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126082"}
@article{bb129973,
AUTHOR = "Zhou, S.L.",
TITLE = "Sparse SVM for Sufficient Data Reduction",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5560-5571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126083"}
@article{bb129974,
AUTHOR = "Wang, Y.G. and Wu, J. and Hu, Z.H. and McLachlan, G.J.",
TITLE = "A new algorithm for support vector regression with automatic
selection of hyperparameters",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "108989",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126084"}
@article{bb129975,
AUTHOR = "Acena, V. and Martin de Diego, I. and Fernandez, R.R. and Moguerza, J.M.",
TITLE = "Support subsets estimation for support vector machines retraining",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109117",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126085"}
@article{bb129976,
AUTHOR = "Wu, W. and Zhou, Z.C. and Adhikary, A.R. and Dutta, B.",
TITLE = "Discrete space reinforcement learning algorithm based on twin support
vector machine classification",
JOURNAL = PRL,
VOLUME = "164",
YEAR = "2022",
PAGES = "254-260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126086"}
@article{bb129977,
AUTHOR = "Shao, Y.H. and Lv, X.J. and Huang, L.W. and Bai, L.",
TITLE = "Twin SVM for conditional probability estimation in binary and
multiclass classification",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126087"}
@article{bb129978,
AUTHOR = "Xie, X.J. and Sun, F.X. and Qian, J.B. and Guo, L.J. and Zhang, R. and Ye, X. and Wang, Z.J.",
TITLE = "Laplacian Lp norm least squares twin support vector machine",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126088"}
@article{bb129979,
AUTHOR = "Yu, L. and Li, S.J. and Liu, S.Y.",
TITLE = "Fast support vector machine training via three-term conjugate-like
SMO algorithm",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109478",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126089"}
@article{bb129980,
AUTHOR = "Gao, T. and Chen, H.",
TITLE = "Multicycle disassembly-based decomposition algorithm to train
multiclass support vector machines",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126090"}
@article{bb129981,
AUTHOR = "Dong, Z. and Xu, C. and Xu, J. and Zou, B. and Zeng, J.J. and Tang, Y.Y.",
TITLE = "Generalization capacity of multi-class SVM based on Markovian
resampling",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109720",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126091"}
@inproceedings{bb129982,
AUTHOR = "Pasricha, R.S. and Devineni, P. and Papalexakis, E.E. and Kannan, R.",
TITLE = "Tensorized Feature Spaces for Feature Explosion",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6298-6304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126092"}
@inproceedings{bb129983,
AUTHOR = "Kim, S.B. and Bae, J.M.",
TITLE = "A New Convex Loss Function For Multiple Instance Support Vector
Machines",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9023-9029",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126093"}
@inproceedings{bb129984,
AUTHOR = "Tajima, K. and Tsuchida, K. and Zara, E.R.R. and Ohta, N. and Kato, T.",
TITLE = "Learning Sign-Constrained Support Vector Machines",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3264-3271",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126094"}
@inproceedings{bb129985,
AUTHOR = "Sahbi, H.",
TITLE = "Deep Total Variation Support Vector Networks",
BOOKTITLE = CEFRL19,
YEAR = "2019",
PAGES = "3028-3038",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT126095"}
@inproceedings{bb129986,
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#TT126096"}
@inproceedings{bb129987,
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#TT126097"}
@inproceedings{bb129988,
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#TT126098"}
@inproceedings{bb129989,
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#TT126099"}
@inproceedings{bb129990,
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#TT126100"}
@inproceedings{bb129991,
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#TT126101"}
@inproceedings{bb129992,
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#TT126102"}
@inproceedings{bb129993,
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#TT126103"}
@inproceedings{bb129994,
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#TT126104"}
@inproceedings{bb129995,
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#TT126105"}
@inproceedings{bb129996,
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#TT126106"}
@inproceedings{bb129997,
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#TT126107"}
@inproceedings{bb129998,
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#TT126108"}
@inproceedings{bb129999,
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#TT126109"}
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