@article{bb154500,
        AUTHOR = "Akhtar, M. and Tanveer, M. and Arshad, M.",
        TITLE = "RoBoTS: A Robust Bounded Twin SVM Based on RoBoSS Loss Function",
        JOURNAL = PR,
        VOLUME = "179",
        YEAR = "2026",
        PAGES = "113653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150406"}

@inproceedings{bb154501,
        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#TT150407"}

@inproceedings{bb154502,
        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#TT150408"}

@inproceedings{bb154503,
        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#TT150409"}

@inproceedings{bb154504,
        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#TT150410"}

@inproceedings{bb154505,
        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#TT150411"}

@inproceedings{bb154506,
        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#TT150412"}

@inproceedings{bb154507,
        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#TT150413"}

@inproceedings{bb154508,
        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#TT150414"}

@inproceedings{bb154509,
        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#TT150415"}

@inproceedings{bb154510,
        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#TT150416"}

@inproceedings{bb154511,
        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#TT150417"}

@inproceedings{bb154512,
        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#TT150418"}

@inproceedings{bb154513,
        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#TT150419"}

@inproceedings{bb154514,
        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#TT150420"}

@inproceedings{bb154515,
        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#TT150421"}

@inproceedings{bb154516,
        AUTHOR = "Kobayashi, T.",
        TITLE = "Three viewpoints toward exemplar SVM",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2765-2773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150422"}

@inproceedings{bb154517,
        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#TT150423"}

@inproceedings{bb154518,
        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#TT150424"}

@inproceedings{bb154519,
        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#TT150425"}

@inproceedings{bb154520,
        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#TT150426"}

@inproceedings{bb154521,
        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#TT150427"}

@inproceedings{bb154522,
        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#TT150428"}

@inproceedings{bb154523,
        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#TT150429"}

@inproceedings{bb154524,
        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#TT150430"}

@inproceedings{bb154525,
        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#TT150431"}

@inproceedings{bb154526,
        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#TT150432"}

@inproceedings{bb154527,
        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#TT150433"}

@inproceedings{bb154528,
        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#TT150434"}

@article{bb154529,
        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#TT150435"}

@inproceedings{bb154530,
        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#TT150436"}

@inproceedings{bb154531,
        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#TT150437"}

@article{bb154532,
        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#TT150438"}

@inproceedings{bb154533,
        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#TT150439"}

@inproceedings{bb154534,
        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#TT150440"}

@inproceedings{bb154535,
        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#TT150441"}

@inproceedings{bb154536,
        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#TT150442"}

@inproceedings{bb154537,
        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#TT150443"}

@inproceedings{bb154538,
        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#TT150444"}

@inproceedings{bb154539,
        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#TT150445"}

@inproceedings{bb154540,
        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#TT150446"}

@inproceedings{bb154541,
        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#TT150447"}

@inproceedings{bb154542,
        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#TT150448"}

@inproceedings{bb154543,
        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#TT150449"}

@inproceedings{bb154544,
        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#TT150450"}

@inproceedings{bb154545,
        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#TT150451"}

@inproceedings{bb154546,
        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#TT150452"}

@inproceedings{bb154547,
        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#TT150453"}

@inproceedings{bb154548,
        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#TT150454"}

@inproceedings{bb154549,
        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#TT150455"}

@inproceedings{bb154550,
        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#TT150456"}

@inproceedings{bb154551,
        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#TT150457"}

@inproceedings{bb154552,
        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#TT150458"}

@inproceedings{bb154553,
        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#TT150459"}

@inproceedings{bb154554,
        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#TT150460"}

@inproceedings{bb154555,
        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#TT150461"}

@inproceedings{bb154556,
        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#TT150462"}

@inproceedings{bb154557,
        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#TT150463"}

@inproceedings{bb154558,
        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#TT150464"}

@inproceedings{bb154559,
        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#TT150465"}

@inproceedings{bb154560,
        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#TT150466"}

@inproceedings{bb154561,
        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#TT150467"}

@inproceedings{bb154562,
        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#TT150468"}

@inproceedings{bb154563,
        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#TT150469"}

@inproceedings{bb154564,
        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#TT150470"}

@inproceedings{bb154565,
        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#TT150471"}

@inproceedings{bb154566,
        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#TT150472"}

@inproceedings{bb154567,
        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#TT150473"}

@inproceedings{bb154568,
        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#TT150474"}

@inproceedings{bb154569,
        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#TT150475"}

@inproceedings{bb154570,
        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#TT150476"}

@inproceedings{bb154571,
        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#TT150477"}

@inproceedings{bb154572,
        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#TT150478"}

@inproceedings{bb154573,
        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#TT150479"}

@inproceedings{bb154574,
        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#TT150480"}

@inproceedings{bb154575,
        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#TT150481"}

@inproceedings{bb154576,
        AUTHOR = "Maji, S.",
        TITLE = "Linearized Smooth Additive Classifiers",
        BOOKTITLE = WebScale12,
        YEAR = "2012",
        PAGES = "I: 239-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150482"}

@inproceedings{bb154577,
        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#TT150483"}

@inproceedings{bb154578,
        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#TT150484"}

@inproceedings{bb154579,
        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#TT150485"}

@inproceedings{bb154580,
        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#TT150486"}

@inproceedings{bb154581,
        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#TT150487"}

@inproceedings{bb154582,
        AUTHOR = "Varma, C.M.B.S. and Asharaf, S. and Murty, M.N.",
        TITLE = "Rough Core Vector Clustering",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
        PAGES = "304-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150488"}

@inproceedings{bb154583,
        AUTHOR = "Kong, X.D. and Luo, Q.S. and Zeng, G.H.",
        TITLE = "A Novel SVM-Based Method for Moving Video Objects Recognition",
        BOOKTITLE = Visual07,
        YEAR = "2007",
        PAGES = "136-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150489"}

@inproceedings{bb154584,
        AUTHOR = "Ionescu, C. and Bo, L.F. and Sminchisescu, C.",
        TITLE = "Structural SVM for visual localization and continuous state estimation",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1157-1164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150490"}

@inproceedings{bb154585,
        AUTHOR = "Kumar, A. and Sminchisescu, C.",
        TITLE = "Support Kernel Machines for Object Recognition",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150491"}

@inproceedings{bb154586,
        AUTHOR = "Moguerza, J.M. and Munoz, A. and Psarakis, S.",
        TITLE = "Monitoring Nonlinear Profiles Using Support Vector Machines",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "574-583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150492"}

@inproceedings{bb154587,
        AUTHOR = "Chatelain, C. and Adam, S. and Lecourtier, Y. and Heutte, L. and Paquet, T.",
        TITLE = "Multi-Objective Optimization for SVM Model Selection",
        BOOKTITLE = ICDAR07,
        YEAR = "2007",
        PAGES = "427-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150493"}

@inproceedings{bb154588,
        AUTHOR = "Karim, R. and Bergtholdt, M. and Kappes, J.H. and Schnorr, C.",
        TITLE = "Greedy-Based Design of Sparse Two-Stage SVMs for Fast Classification",
        BOOKTITLE = DAGM07,
        YEAR = "2007",
        PAGES = "395-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150494"}

@inproceedings{bb154589,
        AUTHOR = "Tanaka, A. and Takigawa, I. and Imai, H. and Kudo, M.",
        TITLE = "Analyses on Generalization Error of Ensemble Kernel Regressors",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "273-281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150495"}

@inproceedings{bb154590,
        AUTHOR = "Tanaka, A. and Takigawa, I. and Imai, H. and Kudo, M.",
        TITLE = "Extended Analyses for an Optimal Kernel in a Class of Kernels with an
Invariant Metric",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "345-353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150496"}

@inproceedings{bb154591,
        AUTHOR = "Tanaka, A. and Imai, H. and Kudo, M. and Miyakoshi, M.",
        TITLE = "A Relationship Between Generalization Error and Training Samples in
Kernel Regressors",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1421-1424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150497"}

@inproceedings{bb154592,
        AUTHOR = "Tanaka, A. and Imai, H. and Kudo, M. and Miyakoshi, M.",
        TITLE = "Optimal Kernel in a Class of Kernels with an Invariant Metric",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "530-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150498"}

@inproceedings{bb154593,
        AUTHOR = "Tanaka, A. and Sugiyama, M. and Imai, H. and Kudo, M. and Miyakoshi, M.",
        TITLE = "Model Selection Using a Class of Kernels with an Invariant Metric",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "862-870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150499"}

@inproceedings{bb154594,
        AUTHOR = "Joachims, T.",
        TITLE = "Structured Output Prediction with Support Vector Machines",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150500"}

@inproceedings{bb154595,
        AUTHOR = "Zhu, Y.S. and Yang, J.Y. and Ye, J. and Zhang, Y.Y.",
        TITLE = "A Speedup Method for SVM Decision",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "494-501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150501"}

@inproceedings{bb154596,
        AUTHOR = "Zhang, R. and Metaxas, D.",
        TITLE = "RO-SVM: Support Vector Machine with Reject Option for Image
Categorization",
        BOOKTITLE = BMVC06,
        YEAR = "2006",
        PAGES = "III:1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150502"}

@inproceedings{bb154597,
        AUTHOR = "Tzotsos, A.",
        TITLE = "A support vector machine approach for object based image analysis",
        BOOKTITLE = OBIA06,
        YEAR = "2006",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150503"}

@inproceedings{bb154598,
        AUTHOR = "Liu, Y. and Zheng, Y.F.",
        TITLE = "Minimum Enclosing and Maximum Excluding Machine for Pattern Description
and Discrimination",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 129-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150504"}

@inproceedings{bb154599,
        AUTHOR = "Kropotov, D. and Ptashko, N. and Vasiliev, O. and Vetrov, D.",
        TITLE = "On Kernel Selection in Relevance Vector Machines Using Stability
Principle",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 233-236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150505"}

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