@article{bb136000, 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#TT132036"} @article{bb136001, 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#TT132037"} @article{bb136002, 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#TT132038"} @article{bb136003, 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#TT132039"} @article{bb136004, 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#TT132040"} @article{bb136005, 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#TT132041"} @article{bb136006, 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#TT132042"} @article{bb136007, 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#TT132043"} @article{bb136008, 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#TT132044"} @article{bb136009, AUTHOR = "Gu, B. and Geng, X. and Shi, W.L. and Shan, Y.Y. and Huang, Y.F. 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#TT132045"} @article{bb136010, 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#TT132046"} @inproceedings{bb136011, 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#TT132047"} @article{bb136012, AUTHOR = "Sohrab, F. and Iosifidis, A. and Gabbouj, M. and Raitoharju, J.", TITLE = "Graph-embedded subspace support vector data description", JOURNAL = PR, VOLUME = "133", YEAR = "2023", PAGES = "108999", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132048"} @article{bb136013, AUTHOR = "Chaudhuri, A. and Sadek, C. and Kakde, D. and Wang, H.Y. and Hu, W.H. and Jiang, H. and Kong, S.H. and Liao, Y.W. 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#TT132049"} @article{bb136014, 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#TT132050"} @article{bb136015, 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#TT132051"} @article{bb136016, 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#TT132052"} @article{bb136017, 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#TT132053"} @article{bb136018, 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#TT132054"} @article{bb136019, AUTHOR = "Wang, H.Q. and Li, L.K. and Che, L. and Kong, H.R. 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#TT132055"} @article{bb136020, AUTHOR = "Shu, Y.Y. and Li, Q. and Xu, C. and Liu, S.W. and Xu, G.D.", TITLE = "V-SVR+: Support Vector Regression With Variational Privileged Information", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "876-889", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132056"} @article{bb136021, AUTHOR = "Maldonado, S. and Lopez, J. and Carrasco, M.", TITLE = "The Cobb-Douglas Learning Machine", JOURNAL = PR, VOLUME = "128", YEAR = "2022", PAGES = "108701", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132057"} @article{bb136022, AUTHOR = "Liu, G.X. and Wang, L.G. and Liu, D.F. and Fei, L. and Yang, J.H.", TITLE = "Hyperspectral Image Classification Based on Non-Parallel Support Vector Machine", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132058"} @article{bb136023, AUTHOR = "Liu, G.X. and Wang, L.G. and Liu, D.F.", TITLE = "Hyperspectral Image Classification Based on a Least Square Bias Constraint Additional Empirical Risk Minimization Nonparallel Support Vector Machine", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132059"} @article{bb136024, AUTHOR = "Akram Ali Hammouri, Z. and Fernandez Delgado, M. and Cernadas, E. and Barro, S.", TITLE = "Fast Support Vector Classification for Large-Scale Problems", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "6184-6195", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132060"} @article{bb136025, AUTHOR = "Guo, Y. and Zhang, C.S.", TITLE = "Recent Advances in Large Margin Learning", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "7167-7174", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132061"} @article{bb136026, AUTHOR = "Wang, H.J. and Shao, Y.H. and Zhou, S.L. and Zhang, C. and Xiu, N.", TITLE = "Support Vector Machine Classifier via L_0/1 Soft-Margin Loss", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "7253-7265", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132062"} @article{bb136027, AUTHOR = "Marchetti, F. and Perracchione, E.", TITLE = "Local-to-Global Support Vector Machines (LGSVMs)", JOURNAL = PR, VOLUME = "132", YEAR = "2022", PAGES = "108920", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132063"} @article{bb136028, AUTHOR = "Ramezan, C.A.", TITLE = "Transferability of Recursive Feature Elimination (RFE)-Derived Feature Sets for Support Vector Machine Land Cover Classification", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132064"} @article{bb136029, AUTHOR = "Zhang, R. and Jiao, Z.H. and Zhang, H.Y. and Li, X.L.", TITLE = "Manifold Neural Network With Non-Gradient Optimization", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "3", MONTH = "March", PAGES = "3986-3993", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132065"} @article{bb136030, AUTHOR = "Wan, Y.L. and Fei, Y. and Jin, R. and Wu, T. and He, X.", TITLE = "An Object-Oriented Deep Multi-Sphere Support Vector Data Description Method for Impervious Surfaces Extraction Based on Multi-Sourced Data", JOURNAL = IJGI, VOLUME = "12", YEAR = "2023", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132066"} @article{bb136031, AUTHOR = "Rezvani, S. and Wu, J.H.", TITLE = "Handling Multi-Class Problem by Intuitionistic Fuzzy Twin Support Vector Machines Based on Relative Density Information", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "12", MONTH = "December", PAGES = "14653-14664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132067"} @article{bb136032, AUTHOR = "Liang, R.M. and Wu, X.F. and Zhang, Z.M.", TITLE = "Linearized alternating direction method of multipliers for elastic-net support vector machines", JOURNAL = PR, VOLUME = "148", YEAR = "2024", PAGES = "110134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132068"} @article{bb136033, AUTHOR = "Tran, N.K. and Kuhle, L.C. and Klau, G.W.", TITLE = "A critical review of multi-output support vector regression", JOURNAL = PRL, VOLUME = "178", YEAR = "2024", PAGES = "69-75", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132069"} @article{bb136034, AUTHOR = "Sun, H.T. and Wang, L.G. and Liu, H.T. and Sun, Y.", TITLE = "Hyperspectral Image Classification with the Orthogonal Self-Attention ResNet and Two-Step Support Vector Machine", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "6", PAGES = "1010", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132070"} @inproceedings{bb136035, 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#TT132071"} @inproceedings{bb136036, 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#TT132072"} @inproceedings{bb136037, 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#TT132073"} @inproceedings{bb136038, 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#TT132074"} @inproceedings{bb136039, 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#TT132075"} @inproceedings{bb136040, 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#TT132076"} @inproceedings{bb136041, 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#TT132077"} @inproceedings{bb136042, 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#TT132078"} @inproceedings{bb136043, 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#TT132079"} @inproceedings{bb136044, 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#TT132080"} @inproceedings{bb136045, 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#TT132081"} @inproceedings{bb136046, 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#TT132082"} @inproceedings{bb136047, 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#TT132083"} @inproceedings{bb136048, 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#TT132084"} @inproceedings{bb136049, 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#TT132085"} @inproceedings{bb136050, AUTHOR = "Kobayashi, T.", TITLE = "Three viewpoints toward exemplar SVM", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "2765-2773", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT132086"} @inproceedings{bb136051, 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#TT132087"} @inproceedings{bb136052, 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#TT132088"} @inproceedings{bb136053, 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#TT132089"} @inproceedings{bb136054, 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#TT132090"} @inproceedings{bb136055, 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#TT132091"} @inproceedings{bb136056, 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#TT132092"} @inproceedings{bb136057, 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#TT132093"} @inproceedings{bb136058, 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#TT132094"} @inproceedings{bb136059, 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#TT132095"} @inproceedings{bb136060, 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#TT132096"} @inproceedings{bb136061, 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#TT132097"} @inproceedings{bb136062, 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#TT132098"} @article{bb136063, 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#TT132099"} @inproceedings{bb136064, 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#TT132100"} @inproceedings{bb136065, 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#TT132101"} @article{bb136066, 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#TT132102"} @inproceedings{bb136067, 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#TT132103"} @inproceedings{bb136068, 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#TT132104"} @inproceedings{bb136069, 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#TT132105"} @inproceedings{bb136070, 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#TT132106"} @inproceedings{bb136071, 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#TT132107"} @inproceedings{bb136072, 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#TT132108"} @inproceedings{bb136073, 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#TT132109"} @inproceedings{bb136074, 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#TT132110"} @inproceedings{bb136075, 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#TT132111"} @inproceedings{bb136076, 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#TT132112"} @inproceedings{bb136077, 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#TT132113"} @inproceedings{bb136078, 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#TT132114"} @inproceedings{bb136079, 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#TT132115"} @inproceedings{bb136080, 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#TT132116"} @inproceedings{bb136081, 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#TT132117"} @inproceedings{bb136082, 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#TT132118"} @inproceedings{bb136083, 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#TT132119"} @inproceedings{bb136084, 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#TT132120"} @inproceedings{bb136085, 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#TT132121"} @inproceedings{bb136086, 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#TT132122"} @inproceedings{bb136087, 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#TT132123"} @inproceedings{bb136088, 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#TT132124"} @inproceedings{bb136089, 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#TT132125"} @inproceedings{bb136090, 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#TT132126"} @inproceedings{bb136091, 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#TT132127"} @inproceedings{bb136092, 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#TT132128"} @inproceedings{bb136093, 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#TT132129"} @inproceedings{bb136094, 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#TT132130"} @inproceedings{bb136095, 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#TT132131"} @inproceedings{bb136096, 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#TT132132"} @inproceedings{bb136097, 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#TT132133"} @inproceedings{bb136098, 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#TT132134"} @inproceedings{bb136099, 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#TT132135"}