@article{bb118800,
        AUTHOR = "Padierna, L.C. and Carpio, M. and Rojas Dominguez, A. and Puga, H. and Fraire, H.",
        TITLE = "A novel formulation of orthogonal polynomial kernel functions for SVM
classifiers: The Gegenbauer family",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "211-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115034"}

@article{bb118801,
        AUTHOR = "Tzelepis, C. and Mezaris, V. and Patras, I.",
        TITLE = "Linear Maximum Margin Classifier for Learning from Uncertain Data",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2948-2962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115035"}

@article{bb118802,
        AUTHOR = "Liu, W. and Shen, X. and Du, B. and Tsang, I.W. and Zhang, W. and Lin, X.",
        TITLE = "Hyperspectral Imagery Classification via Stochastic HHSVMs",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "577-588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115036"}

@article{bb118803,
        AUTHOR = "Abe, S.",
        TITLE = "Are twin hyperplanes necessary?",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "218-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115037"}

@article{bb118804,
        AUTHOR = "Ma, J.J. and Zhou, S. and Chen, L. and Wang, W.W. and Zhang, Z.",
        TITLE = "A sparse robust model for large scale multi-class classification
based on K-SVCR",
        JOURNAL = PRL,
        VOLUME = "117",
        YEAR = "2019",
        PAGES = "16-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115038"}

@article{bb118805,
        AUTHOR = "Weerasinghe, S. and Erfani, S.M. and Alpcan, T. and Leckie, C.",
        TITLE = "Support vector machines resilient against training data integrity
attacks",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115039"}

@article{bb118806,
        AUTHOR = "Menezes, M.V.F. and Torres, L.C.B. and Braga, A.P.",
        TITLE = "Width optimization of RBF kernels for binary classification of
support vector machines: A density estimation-based approach",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115040"}

@article{bb118807,
        AUTHOR = "Alam, S. and Sonbhadra, S.K. and Agarwal, S. and Nagabhushan, P. and Tanveer, M.",
        TITLE = "Sample reduction using farthest boundary point estimation (FBPE) for
support vector data description (SVDD)",
        JOURNAL = PRL,
        VOLUME = "131",
        YEAR = "2020",
        PAGES = "268-276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115041"}

@article{bb118808,
        AUTHOR = "Okwuashi, O. and Ndehedehe, C.E.",
        TITLE = "Deep support vector machine for hyperspectral image classification",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115042"}

@article{bb118809,
        AUTHOR = "Gu, B. and Geng, X. and Shi, W.L. and Shan, Y.Y. and Huang, Y. and Wang, Z.J. and Zheng, G.S.",
        TITLE = "Solving large-scale support vector ordinal regression with
asynchronous parallel coordinate descent algorithms",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115043"}

@article{bb118810,
        AUTHOR = "Sohrab, F. and Raitoharju, J. and Iosifidis, A. and Gabbouj, M.",
        TITLE = "Multimodal subspace support vector data description",
        JOURNAL = PR,
        VOLUME = "110",
        YEAR = "2021",
        PAGES = "107648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115044"}

@inproceedings{bb118811,
        AUTHOR = "Sohrab, F. and Raitoharju, J. and Gabbouj, M. and Iosifidis, A.",
        TITLE = "Subspace Support Vector Data Description",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "722-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115045"}

@article{bb118812,
        AUTHOR = "Chaudhuri, A. and Sadek, C. and Kakde, D. and Wang, H. and Hu, W.H. and Jiang, H. and Kong, S.H. and Liao, Y. and Peredriy, S.",
        TITLE = "The trace kernel bandwidth criterion for support vector data
description",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115046"}

@article{bb118813,
        AUTHOR = "Liu, X. and Guan, Y.L. and Xu, Q.",
        TITLE = "Support Vector Machine-Based Blind Equalization for High-Order QAM
With Short Data Length",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "259-263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115047"}

@article{bb118814,
        AUTHOR = "Lantzanakis, G. and Mitraka, Z. and Chrysoulakis, N.",
        TITLE = "X-SVM: An Extension of C-SVM Algorithm for Classification of
High-Resolution Satellite Imagery",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3805-3815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115048"}

@article{bb118815,
        AUTHOR = "An, Y.X. and Xue, H.",
        TITLE = "Indefinite twin support vector machine with DC functions programming",
        JOURNAL = PR,
        VOLUME = "121",
        YEAR = "2022",
        PAGES = "108195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115049"}

@article{bb118816,
        AUTHOR = "Chen, C. and Batselier, K. and Yu, W.J. and Wong, N.",
        TITLE = "Kernelized support tensor train machines",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115050"}

@article{bb118817,
        AUTHOR = "Singh, D. and Singh, B.",
        TITLE = "Feature wise normalization: An effective way of normalizing data",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115051"}

@article{bb118818,
        AUTHOR = "Wang, H. and Li, L.K. and Che, L. and Kong, H. and Wang, Q. and Wang, Z.H. and Xu, J.B.",
        TITLE = "Geospatial Least Squares Support Vector Regression Fused with Spatial
Weight Matrix",
        JOURNAL = IJGI,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115052"}

@inproceedings{bb118819,
        AUTHOR = "Nalepa, J. and Dudzik, W. and Kawulok, M.",
        TITLE = "Memetic Evolution of Training Sets with Adaptive Radial Basis Kernels
for Support Vector Machines",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5503-5510",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115053"}

@inproceedings{bb118820,
        AUTHOR = "Schleif, F.M. and Raab, C. and Tino, P.",
        TITLE = "Sparsification of Indefinite Learning Models",
        BOOKTITLE = SSSPR18,
        YEAR = "2018",
        PAGES = "173-183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115054"}

@inproceedings{bb118821,
        AUTHOR = "Mygdalis, V. and Tefas, A. and Pitas, I.",
        TITLE = "Learning Multi-Graph Regularization for SVM Classification",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1608-1612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115055"}

@inproceedings{bb118822,
        AUTHOR = "Lyu, X.R. and Zepeda, J. and Perez, P.",
        TITLE = "Maximum Margin Linear Classifiers in Unions of Subspaces",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115056"}

@inproceedings{bb118823,
        AUTHOR = "Blaschko, M.B.",
        TITLE = "Slack and Margin Rescaling as Convex Extensions of Supermodular
Functions",
        BOOKTITLE = EMMCVPR17,
        YEAR = "2017",
        PAGES = "439-454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115057"}

@inproceedings{bb118824,
        AUTHOR = "Tran, D.T. and Waris, M.A. and Gabbouj, M. and Iosifidis, A.",
        TITLE = "Sample-based regularization for support vector machine classification",
        BOOKTITLE = IPTA17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115058"}

@inproceedings{bb118825,
        AUTHOR = "Huang, D. and Wang, C.D. and Lai, J.H. and Liang, Y. and Bian, S. and Chen, Y.",
        TITLE = "Ensemble-driven support vector clustering: From ensemble learning to
automatic parameter estimation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "444-449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115059"}

@inproceedings{bb118826,
        AUTHOR = "Riera, C.R. and Pujol, O.",
        TITLE = "An Approximate Support Vector Machines Solver with Budget Control",
        BOOKTITLE = CIARP16,
        YEAR = "2016",
        PAGES = "377-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115060"}

@inproceedings{bb118827,
        AUTHOR = "Trichet, R. and O'Connor, N.E.",
        TITLE = "A flexible ensemble-SVM for computer vision tasks",
        BOOKTITLE = AVSS16,
        YEAR = "2016",
        PAGES = "51-58",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115061"}

@inproceedings{bb118828,
        AUTHOR = "Elhoseiny, M. and Elgammal, A.M.",
        TITLE = "Overlapping Domain Cover for Scalable and Accurate Regression Kernel
Machines",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115062"}

@inproceedings{bb118829,
        AUTHOR = "Debnath, S. and Banerjee, A. and Namboodiri, V.",
        TITLE = "Adapting RANSAC SVM to Detect Outliers for Robust Classification",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115063"}

@inproceedings{bb118830,
        AUTHOR = "Peters, E. and Savakis, A.",
        TITLE = "SVM with OpenCL: High performance implementation of support vector
machines on heterogeneous systems",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4322-4326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115064"}

@inproceedings{bb118831,
        AUTHOR = "Shi, X.S. and Guo, Z.H. and Yang, Y.J. and Yang, L.",
        TITLE = "Within-class penalty based multi-class support vector machine",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2746-2750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115065"}

@inproceedings{bb118832,
        AUTHOR = "Lu, S.X. and Tian, R. and Zhang, Y.F.",
        TITLE = "A weighted least squares support vector machine based on covariance
matrix",
        BOOKTITLE = ICWAPR15,
        YEAR = "2015",
        PAGES = "192-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115066"}

@inproceedings{bb118833,
        AUTHOR = "Reininghaus, J. and Huber, S. and Bauer, U. and Kwitt, R.",
        TITLE = "A stable multi-scale kernel for topological machine learning",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4741-4748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115067"}

@inproceedings{bb118834,
        AUTHOR = "Kobayashi, T.",
        TITLE = "Three viewpoints toward exemplar SVM",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2765-2773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115068"}

@inproceedings{bb118835,
        AUTHOR = "Rezende, R.S. and Zepeda, J. and Ponce, J. and Bach, F. and Perez, P.",
        TITLE = "Kernel Square-Loss Exemplar Machines for Image Retrieval",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "7263-7271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115069"}

@inproceedings{bb118836,
        AUTHOR = "Zepeda, J. and Perez, P.",
        TITLE = "Exemplar SVMs as visual feature encoders",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3052-3060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115070"}

@inproceedings{bb118837,
        AUTHOR = "Modolo, D. and Vezhnevets, A. and Russakovsky, O. and Ferrari, V.",
        TITLE = "Joint calibration of Ensemble of Exemplar SVMs",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3955-3963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115071"}

@inproceedings{bb118838,
        AUTHOR = "Shen, B. and Liu, B.D. and Allebach, J.P.",
        TITLE = "TISVM: Large margin classifier for misaligned image classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4251-4255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115072"}

@inproceedings{bb118839,
        AUTHOR = "Zhang, G.P. and Piccardi, M.",
        TITLE = "Sequential Labeling with Structural SVM Under an Average Precision Loss",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "344-354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115073"}

@inproceedings{bb118840,
        AUTHOR = "Zhang, G.P. and Piccardi, M.",
        TITLE = "Sequential labeling with structural SVM under the F1 loss",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5272-5276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115074"}

@inproceedings{bb118841,
        AUTHOR = "Liu, S.C. and Guo, J. and Zhong, S.Z. and Li, Y.F.",
        TITLE = "A Novel Robust Modified Support Vector Machines",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3834-3838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115075"}

@inproceedings{bb118842,
        AUTHOR = "Raval, N. and Tonge, R. and Jawahar, C.V.",
        TITLE = "Efficient Evaluation of SVM Classifiers Using Error Space Encoding",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4411-4416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115076"}

@inproceedings{bb118843,
        AUTHOR = "Lv, X.T. and Han, T. and Liu, Z.C. and He, Z.H.",
        TITLE = "Randomized Support Vector Forest",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115077"}

@inproceedings{bb118844,
        AUTHOR = "Nour Eddine, L. and Abdelkader, A.",
        TITLE = "Reduced Data Based Improved MEB/L2-SVM Equivalence",
        BOOKTITLE = MCPR14,
        YEAR = "2014",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115078"}

@inproceedings{bb118845,
        AUTHOR = "Long, C.J. and Hua, G.",
        TITLE = "Correlational Gaussian Processes for Cross-Domain Visual Recognition",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4932-4940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115079"}

@inproceedings{bb118846,
        AUTHOR = "Long, C.J. and Hua, G.",
        TITLE = "Multi-class Multi-annotator Active Learning with Robust Gaussian
Process for Visual Recognition",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2839-2847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115080"}

@article{bb118847,
        AUTHOR = "Hua, G. and Long, C.J. and Yang, M. and Gao, Y.",
        TITLE = "Collaborative Active Visual Recognition from Crowds:
A Distributed Ensemble Approach",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "582-594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115081"}

@inproceedings{bb118848,
        AUTHOR = "Hua, G. and Long, C.J. and Yang, M. and Gao, Y.",
        TITLE = "Collaborative Active Learning of a Kernel Machine Ensemble for
Recognition",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "1209-1216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115082"}

@inproceedings{bb118849,
        AUTHOR = "Sharma, G. and Jurie, F.",
        TITLE = "A Novel Approach for Efficient SVM Classification with Histogram
Intersection Kernel",
        BOOKTITLE = BMVC13,
        YEAR = "2013",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115083"}

@article{bb118850,
        AUTHOR = "Shao, Y.H. and Deng, N.Y. and Chen, W.J. and Wang, Z.",
        TITLE = "Improved Generalized Eigenvalue Proximal Support Vector Machine",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "213-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115084"}

@inproceedings{bb118851,
        AUTHOR = "Ren, Y.M. and Zhang, Y.N. and Meng, Q.J. and Zhang, L.",
        TITLE = "Hyperspectral image classification based on Multiple Improved particle
swarm cooperative optimization and SVM",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2274-2277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115085"}

@inproceedings{bb118852,
        AUTHOR = "Seredin, O. and Mottl, V. and Tatarchuk, A. and Razin, N. and Windridge, D.",
        TITLE = "Convex support and Relevance Vector Machines for selective multimodal
pattern recognition",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1647-1650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115086"}

@inproceedings{bb118853,
        AUTHOR = "Xue, H. and Chen, S.C. and Huang, J.J.",
        TITLE = "Discriminative indefinite kernel classifier from pairwise constraints
and unlabeled data",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "497-500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115087"}

@inproceedings{bb118854,
        AUTHOR = "Ji, Y. and Sun, S.L. and Lu, Y.",
        TITLE = "Multitask multiclass privileged information support vector machines",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2323-2326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115088"}

@inproceedings{bb118855,
        AUTHOR = "Litayem, S. and Joly, A. and Boujemaa, N.",
        TITLE = "Hash-Based Support Vector Machines Approximation for Large Scale
Prediction",
        BOOKTITLE = BMVC12,
        YEAR = "2012",
        PAGES = "86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115089"}

@inproceedings{bb118856,
        AUTHOR = "Darkner, S. and Clemmensen, L.H.",
        TITLE = "Data Driven Constraints for the SVM",
        BOOKTITLE = MLMI12,
        YEAR = "2012",
        PAGES = "70-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115090"}

@inproceedings{bb118857,
        AUTHOR = "Bazavan, E.G. and Li, F.X. and Sminchisescu, C.",
        TITLE = "Fourier Kernel Learning",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "II: 459-473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115091"}

@inproceedings{bb118858,
        AUTHOR = "Gonzalez, F.A. and Bermeo, D. and Ramos, L. and Nasraoui, O.",
        TITLE = "On the Robustness of Kernel-based Clustering",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "122-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115092"}

@inproceedings{bb118859,
        AUTHOR = "Cohen, D.A. and Fernandez, E.A.",
        TITLE = "SVMTOCP: A Binary Tree Base SVM Approach through Optimal Multi-class
Binarization",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "472-478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115093"}

@inproceedings{bb118860,
        AUTHOR = "Porro Munoz, D. and Duin, R.P.W. and Talavera, I.",
        TITLE = "Missing Values in Dissimilarity-Based Classification of Multi-way Data",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:214-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115094"}

@inproceedings{bb118861,
        AUTHOR = "Hernandez, N. and Biscay, R.J. and Talavera, I.",
        TITLE = "A Non Bayesian Predictive Approach for Functional Calibration",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "781-788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115095"}

@inproceedings{bb118862,
        AUTHOR = "Hernandez, N. and Biscay, R.J. and Talavera, I.",
        TITLE = "Support Vector Regression Methods for Functional Data",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "564-573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115096"}

@inproceedings{bb118863,
        AUTHOR = "Hernandez, N. and Biscay, R.J. and Villa Vialaneix, N. and Talavera, I.",
        TITLE = "A Functional Density-Based Nonparametric Approach for Statistical
Calibration",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "450-457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115097"}

@inproceedings{bb118864,
        AUTHOR = "Veon, K.L. and Mahoor, M.H.",
        TITLE = "Localized support vector machines using Parzen window for incomplete
sets of categories",
        BOOKTITLE = WACV11,
        YEAR = "2011",
        PAGES = "448-454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115098"}

@inproceedings{bb118865,
        AUTHOR = "Wu, J. and Lin, Z.K. and Lu, M.Y.",
        TITLE = "Asymmetric semi-supervised boosting for SVM active learning in CBIR",
        BOOKTITLE = CIVR10,
        YEAR = "2010",
        PAGES = "182-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115099"}

@inproceedings{bb118866,
        AUTHOR = "Gripton, A. and Lu, W.P.",
        TITLE = "Kernel Domain Description with Incomplete Data:
Using Instance-Specific Margins to Avoid Imputation",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2921-2924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115100"}

@inproceedings{bb118867,
        AUTHOR = "Gao, J. and Hu, W.M. and Li, W. and Zhang, Z.F.M. and Wu, O.",
        TITLE = "Local Outlier Detection Based on Kernel Regression",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "585-588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115101"}

@inproceedings{bb118868,
        AUTHOR = "He, H. and Ghodsi, A.",
        TITLE = "Rare Class Classification by Support Vector Machine",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "548-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115102"}

@inproceedings{bb118869,
        AUTHOR = "Li, J. and Sun, S.L.",
        TITLE = "Nonlinear Combination of Multiple Kernels for Support Vector Machines",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2889-2892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115103"}

@inproceedings{bb118870,
        AUTHOR = "Wu, J. and Lu, M.Y. and Wang, C.L.",
        TITLE = "Enhancing SVM Active Learning for Image Retrieval Using Semi-supervised
Bias-Ensemble",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3175-3178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115104"}

@inproceedings{bb118871,
        AUTHOR = "Khan, N.M. and Ksantini, R. and Ahmad, I.S. and Boufama, B.",
        TITLE = "A New SVM + NDA Model for Improved Classification and Recognition",
        BOOKTITLE = ICIAR10,
        YEAR = "2010",
        PAGES = "I: 127-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115105"}

@inproceedings{bb118872,
        AUTHOR = "Chen, S. and Zhang, C.S.",
        TITLE = "Image classification via SVM using in-between universum samples",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "1421-1424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115106"}

@inproceedings{bb118873,
        AUTHOR = "Banki, M.H. and Shirazi, A.A.B.",
        TITLE = "Using Wavelet Support Vector Machine for Classification of
Hyperspectral Images",
        BOOKTITLE = ICMV09,
        YEAR = "2009",
        PAGES = "154-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115107"}

@inproceedings{bb118874,
        AUTHOR = "Kim, J. and Shen, C.H. and Wang, L.",
        TITLE = "Learning Cascaded Reduced-Set SVMs Using Linear Programming",
        BOOKTITLE = DICTA08,
        YEAR = "2008",
        PAGES = "619-626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115108"}

@inproceedings{bb118875,
        AUTHOR = "Sun, Z.C. and Liu, Z.G. and Liu, S.H. and Zhang, Y. and Yang, B.",
        TITLE = "Active Learning with Support Vector Machines in Remotely Sensed Image
Classification",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115109"}

@inproceedings{bb118876,
        AUTHOR = "Hai Yuan, L. and Sun, J.C.",
        TITLE = "A Modulation Type Recognition Method Using Wavelet Support Vector
Machines",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115110"}

@inproceedings{bb118877,
        AUTHOR = "Nowozin, S. and Gehler, P.V. and Lampert, C.H.",
        TITLE = "On Parameter Learning in CRF-Based Approaches to Object Class Image
Segmentation",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "VI: 98-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115111"}

@inproceedings{bb118878,
        AUTHOR = "Gehler, P.V. and Nowozin, S.",
        TITLE = "On Feature Combination for Multiclass Object Classification",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "221-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115112"}

@inproceedings{bb118879,
        AUTHOR = "Gehler, P.V. and Nowozin, S.",
        TITLE = "Let the kernel figure it out; Principled learning of pre-processing for
kernel classifiers",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2836-2843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115113"}

@inproceedings{bb118880,
        AUTHOR = "Basak, J.",
        TITLE = "A least square kernel machine with box constraints",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115114"}

@inproceedings{bb118881,
        AUTHOR = "Alpcan, T. and Bauckhage, C.",
        TITLE = "A discrete-time parallel update algorithm for distributed learning",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115115"}

@inproceedings{bb118882,
        AUTHOR = "Ilayaraja, P. and Neeba, N.V. and Jawahar, C.V.",
        TITLE = "Efficient implementation of SVM for large class problems",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115116"}

@inproceedings{bb118883,
        AUTHOR = "Nishida, K. and Fujiki, J. and Kurita, T.",
        TITLE = "Multiple Random Subset-Kernel Learning",
        BOOKTITLE = CAIP11,
        YEAR = "2011",
        PAGES = "I: 343-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115117"}

@inproceedings{bb118884,
        AUTHOR = "Nishida, K. and Kurita, T.",
        TITLE = "RANSAC-SVM for large-scale datasets",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115118"}

@inproceedings{bb118885,
        AUTHOR = "Tatarchuk, A. and Mottl, V. and Eliseyev, A. and Windridge, D.",
        TITLE = "Selectivity supervision in combining pattern-recognition modalities by
feature- and kernel-selective support vector machines",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115119"}

@inproceedings{bb118886,
        AUTHOR = "Mao, W.T. and Dong, L.L. and Zhang, G.",
        TITLE = "Weighted solution path algorithm of support vector regression for
abnormal data",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115120"}

@inproceedings{bb118887,
        AUTHOR = "Yu, X.D. and DeMenthon, D.F. and Doermann, D.",
        TITLE = "Support Vector Data Description for image categorization from Internet
images",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115121"}

@inproceedings{bb118888,
        AUTHOR = "Lienemann, K. and Plotz, T. and Fink, G.A.",
        TITLE = "SVM ensemble classification of NMR spectra based on different
configurations of data processing techniques",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115122"}

@inproceedings{bb118889,
        AUTHOR = "Habib, T. and Inglada, J. and Mercier, G. and Chanussot, J.",
        TITLE = "Speeding up Support Vector Machine (SVM) image classification by a
kernel series expansion",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "865-868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115123"}

@inproceedings{bb118890,
        AUTHOR = "Sadeghi, M.T. and Samiei, M. and Kittler, J.V.",
        TITLE = "Selection and Fusion of Similarity Measure Based Classifiers Using
Support Vector Machines",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "479-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115124"}

@inproceedings{bb118891,
        AUTHOR = "Schnitzspan, P. and Fritz, M. and Roth, S. and Schiele, B.",
        TITLE = "Discriminative structure learning of hierarchical representations for
object detection",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2238-2245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115125"}

@inproceedings{bb118892,
        AUTHOR = "Demirkesen, C. and Cherifi, H.",
        TITLE = "A Comparison of Multiclass SVM Methods for Real World Natural Scenes",
        BOOKTITLE = ACIVS08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115126"}

@inproceedings{bb118893,
        AUTHOR = "Hazan, T. and Man, A. and Shashua, A.",
        TITLE = "A Parallel Decomposition Solver for SVM:
Distributed dual ascend using Fenchel Duality",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115127"}

@inproceedings{bb118894,
        AUTHOR = "Maji, S.",
        TITLE = "Linearized Smooth Additive Classifiers",
        BOOKTITLE = WebScale12,
        YEAR = "2012",
        PAGES = "I: 239-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115128"}

@inproceedings{bb118895,
        AUTHOR = "Maji, S. and Berg, A.C.",
        TITLE = "Max-margin additive classifiers for detection",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "40-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115129"}

@inproceedings{bb118896,
        AUTHOR = "Maji, S. and Berg, A.C. and Malik, J.",
        TITLE = "Classification using intersection kernel support vector machines is
efficient",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115130"}

@inproceedings{bb118897,
        AUTHOR = "Bristow, H. and Lucey, S.",
        TITLE = "V1-Inspired Features Induce a Weighted Margin in SVMs",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "II: 59-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115131"}

@inproceedings{bb118898,
        AUTHOR = "Lucey, S.",
        TITLE = "Enforcing non-positive weights for stable support vector tracking",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115132"}

@inproceedings{bb118899,
        AUTHOR = "Sluzhivoy, A. and Pauli, J. and Rolke, V. and Noglik, A.",
        TITLE = "Improving the Run-Time Performance of Multi-class Support Vector
Machines",
        BOOKTITLE = DAGM08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT115133"}

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