@article{bb146800, AUTHOR = "Zuo, W. and Wang, F. and Zhang, D. and Lin, L. and Huang, Y. and Meng, D. and Zhang, L.", TITLE = "Distance Metric Learning via Iterated Support Vector Machines", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "10", MONTH = "October", PAGES = "4937-4950", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142760"} @article{bb146801, AUTHOR = "Chum, O.", TITLE = "Optimizing explicit feature maps on intervals", JOURNAL = IVC, VOLUME = "66", YEAR = "2017", NUMBER = "1", PAGES = "36-47", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142761"} @article{bb146802, AUTHOR = "Liu, Y. and Wen, K.W. and Gao, Q.X. and Gao, X.B. and Nie, F.P.", TITLE = "SVM based multi-label learning with missing labels for image annotation", JOURNAL = PR, VOLUME = "78", YEAR = "2018", PAGES = "307-317", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142762"} @article{bb146803, AUTHOR = "Kumar, D. and Thakur, M.", TITLE = "All-in-one multicategory least squares nonparallel hyperplanes support vector machine", JOURNAL = PRL, VOLUME = "105", YEAR = "2018", PAGES = "165-174", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142763"} @article{bb146804, AUTHOR = "Melki, G. and Cano, A. and Ventura, S.", TITLE = "MIRSVM: Multi-instance support vector machine with bag representatives", JOURNAL = PR, VOLUME = "79", YEAR = "2018", PAGES = "228-241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142764"} @article{bb146805, AUTHOR = "Yang, Z.J. and Xu, Y.T.", TITLE = "A safe sample screening rule for Laplacian twin parametric-margin support vector machine", JOURNAL = PR, VOLUME = "84", YEAR = "2018", PAGES = "1-12", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142765"} @article{bb146806, AUTHOR = "Wang, Q.C. and Fu, G.Y. and Li, L.L. and Wang, H.Q. and Li, Y.Q.", TITLE = "Data-dependent multiple kernel learning algorithm based on soft-grouping", JOURNAL = PRL, VOLUME = "112", YEAR = "2018", PAGES = "111-117", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142766"} @article{bb146807, AUTHOR = "Yao, Y.Z. and Shen, F.M. and Zhang, J. and Liu, L. and Tang, Z.M. and Shao, L.", TITLE = "Extracting Privileged Information for Enhancing Classifier Learning", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "1", MONTH = "January", PAGES = "436-450", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142767"} @article{bb146808, AUTHOR = "Kang, X. and Duan, P. and Xiang, X. and Li, S. and Benediktsson, J.A.", TITLE = "Detection and Correction of Mislabeled Training Samples for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "5673-5686", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142768"} @article{bb146809, AUTHOR = "Liu, Y. and Hoai, M. and Shao, M. and Kim, T.", TITLE = "Latent Bi-Constraint SVM for Video-Based Object Recognition", JOURNAL = CirSysVideo, VOLUME = "28", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "3044-3052", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142769"} @article{bb146810, AUTHOR = "Zareapoor, M. and Shamsolmoali, P. and Jain, D.K. and Wang, H.X. and Yang, J.", TITLE = "Kernelized support vector machine with deep learning: An efficient approach for extreme multiclass dataset", JOURNAL = PRL, VOLUME = "115", YEAR = "2018", PAGES = "4-13", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142770"} @article{bb146811, AUTHOR = "de Mello, A.R. and Stemmer, M.R. and Barbosa, F.G.O.", TITLE = "Support vector candidates selection via Delaunay graph and convex-hull for large and high-dimensional datasets", JOURNAL = PRL, VOLUME = "116", YEAR = "2018", PAGES = "43-49", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142771"} @article{bb146812, AUTHOR = "Durand, T. and Thome, N. and Cord, M.", TITLE = "Exploiting Negative Evidence for Deep Latent Structured Models", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "337-351", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142772"} @inproceedings{bb146813, AUTHOR = "Durand, T. and Thome, N. and Cord, M.", TITLE = "MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "2713-2721", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142773"} @inproceedings{bb146814, AUTHOR = "Durand, T. and Mordan, T. and Thome, N. and Cord, M.", TITLE = "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "5957-5966", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142774"} @inproceedings{bb146815, AUTHOR = "Durand, T. and Thome, N. and Cord, M.", TITLE = "WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "4743-4752", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142775"} @inproceedings{bb146816, AUTHOR = "Durand, T. and Thome, N. and Cord, M. and Picard, D.", TITLE = "Incremental learning of latent structural SVM for weakly supervised image classification", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "4246-4250", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142776"} @article{bb146817, AUTHOR = "Mills, P.", TITLE = "Accelerating kernel classifiers through borders mapping", JOURNAL = RealTimeIP, VOLUME = "17", YEAR = "2020", NUMBER = "2", MONTH = "April", PAGES = "313-327", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142777"} @article{bb146818, AUTHOR = "Liu, L.M. and Chu, M.X. and Gong, R.F. and Peng, Y.C.", TITLE = "Nonparallel support vector machine with large margin distribution for pattern classification", JOURNAL = PR, VOLUME = "106", YEAR = "2020", PAGES = "107374", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142778"} @article{bb146819, AUTHOR = "Wang, K. and Cheng, L.G. and Yong, B.", TITLE = "Spectral-Similarity-Based Kernel of SVM for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142779"} @article{bb146820, AUTHOR = "Dang, S. and Cao, Z. and Cui, Z. and Pi, Y. and Liu, N.", TITLE = "Class Boundary Exemplar Selection Based Incremental Learning for Automatic Target Recognition", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "8", MONTH = "August", PAGES = "5782-5792", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142780"} @article{bb146821, AUTHOR = "da Silva Santos, C.E. and Sampaio, R.C. and dos Santos Coelho, L. and Bestard, G.A. and Llanos, C.H.", TITLE = "Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection", JOURNAL = PR, VOLUME = "110", YEAR = "2021", PAGES = "107649", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142781"} @article{bb146822, AUTHOR = "Torres Barran, A. and Alaiz, C.M. and Dorronsoro, J.R.", TITLE = "Faster SVM training via conjugate SMO", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107644", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142782"} @article{bb146823, AUTHOR = "Liang, Z.Z. and Zhang, L.", TITLE = "Uncertainty-aware twin support vector machines", JOURNAL = PR, VOLUME = "129", YEAR = "2022", PAGES = "108706", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142783"} @article{bb146824, AUTHOR = "Zhou, S.L.", TITLE = "Sparse SVM for Sufficient Data Reduction", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "5560-5571", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142784"} @article{bb146825, AUTHOR = "Wang, Y.G. and Wu, J. and Hu, Z.H. and McLachlan, G.J.", TITLE = "A new algorithm for support vector regression with automatic selection of hyperparameters", JOURNAL = PR, VOLUME = "133", YEAR = "2023", PAGES = "108989", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142785"} @article{bb146826, AUTHOR = "Acena, V. and Martin de Diego, I. and Fernandez, R.R. and Moguerza, J.M.", TITLE = "Support subsets estimation for support vector machines retraining", JOURNAL = PR, VOLUME = "134", YEAR = "2023", PAGES = "109117", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142786"} @article{bb146827, AUTHOR = "Wu, W. and Zhou, Z.C. and Adhikary, A.R. and Dutta, B.", TITLE = "Discrete space reinforcement learning algorithm based on twin support vector machine classification", JOURNAL = PRL, VOLUME = "164", YEAR = "2022", PAGES = "254-260", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142787"} @article{bb146828, AUTHOR = "Shao, Y.H. and Lv, X.J. and Huang, L.W. and Bai, L.", TITLE = "Twin SVM for conditional probability estimation in binary and multiclass classification", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109253", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142788"} @article{bb146829, AUTHOR = "Xie, X.J. and Sun, F.X. and Qian, J.B. and Guo, L.J. and Zhang, R. and Ye, X. and Wang, Z.J.", TITLE = "Laplacian Lp norm least squares twin support vector machine", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109192", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142789"} @article{bb146830, AUTHOR = "Yu, L. and Li, S.J. and Liu, S.Y.", TITLE = "Fast support vector machine training via three-term conjugate-like SMO algorithm", JOURNAL = PR, VOLUME = "139", YEAR = "2023", PAGES = "109478", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142790"} @article{bb146831, AUTHOR = "Gao, T. and Chen, H.", TITLE = "Multicycle disassembly-based decomposition algorithm to train multiclass support vector machines", JOURNAL = PR, VOLUME = "140", YEAR = "2023", PAGES = "109479", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142791"} @article{bb146832, AUTHOR = "Dong, Z.J. and Xu, C. and Xu, J. and Zou, B. and Zeng, J.J. and Tang, Y.Y.", TITLE = "Generalization capacity of multi-class SVM based on Markovian resampling", JOURNAL = PR, VOLUME = "142", YEAR = "2023", PAGES = "109720", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142792"} @article{bb146833, AUTHOR = "Zhai, Z. and Gu, B. and Deng, C. and Huang, H.", TITLE = "Global Model Selection via Solution Paths for Robust Support Vector Machine", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "3", MONTH = "March", PAGES = "1331-1347", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142793"} @inproceedings{bb146834, AUTHOR = "Pasricha, R.S. and Devineni, P. and Papalexakis, E.E. and Kannan, R.", TITLE = "Tensorized Feature Spaces for Feature Explosion", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "6298-6304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142794"} @inproceedings{bb146835, AUTHOR = "Kim, S.B. and Bae, J.M.", TITLE = "A New Convex Loss Function For Multiple Instance Support Vector Machines", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "9023-9029", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142795"} @inproceedings{bb146836, AUTHOR = "Tajima, K. and Tsuchida, K. and Zara, E.R.R. and Ohta, N. and Kato, T.", TITLE = "Learning Sign-Constrained Support Vector Machines", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "3264-3271", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142796"} @inproceedings{bb146837, AUTHOR = "Sahbi, H.", TITLE = "Deep Total Variation Support Vector Networks", BOOKTITLE = CEFRL19, YEAR = "2019", PAGES = "3028-3038", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142797"} @inproceedings{bb146838, AUTHOR = "Lee, W. and Ko, B.J. and Wang, S. and Liu, C. and Leung, K.K.", TITLE = "Exact Incremental and Decremental Learning for LS-SVM", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "2334-2338", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142798"} @inproceedings{bb146839, AUTHOR = "Wu, G. and Tian, Y. and Liu, D.", TITLE = "Privileged Multi-Target Support Vector Regression", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "385-390", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142799"} @inproceedings{bb146840, AUTHOR = "Raziperchikolaei, R. and Carreira Perpinan, M.A.", TITLE = "Learning circulant support vector machines for fast image search", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "385-389", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142800"} @inproceedings{bb146841, AUTHOR = "Kawulok, M. and Nalepa, J. and Dudzik, W.", TITLE = "An Alternating Genetic Algorithm for Selecting SVM Model and Training Set", BOOKTITLE = MCPR17, YEAR = "2017", PAGES = "94-104", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142801"} @inproceedings{bb146842, AUTHOR = "Guo, X.F. and Chen, W. and Yin, J.P.", TITLE = "A simple approach for unsupervised domain adaptation", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1566-1570", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142802"} @inproceedings{bb146843, AUTHOR = "Saikia, G. and Shivagunde, S. and Saradhi, V.V. and Kannao, R.D. and Guha, P.", TITLE = "Multiple kernel learning using data envelopment analysis and feature vector selection and projection", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "520-524", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142803"} @inproceedings{bb146844, AUTHOR = "Langenkamper, D. and Nattkemper, T.W.", TITLE = "COATL: A learning architecture for online real-time detection and classification assistance for environmental data", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "597-602", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142804"} @inproceedings{bb146845, AUTHOR = "Mao, X. and Fu, Z.Y. and Wu, O. and Hu, W.M.", TITLE = "Fast kernel SVM training via support vector identification", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1554-1559", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142805"} @inproceedings{bb146846, AUTHOR = "Liu, Y.W. and Xu, J.", TITLE = "One-pass online SVM with extremely small space complexity", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "3482-3487", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142806"} @inproceedings{bb146847, AUTHOR = "Li, W. and Dai, D. and Tan, M. and Xu, D. and Van Gool, L.J.", TITLE = "Fast Algorithms for Linear and Kernel SVM+", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "2258-2266", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142807"} @inproceedings{bb146848, AUTHOR = "Mohapatra, P. and Dokania, P.K. and Jawahar, C.V. and Kumar, M.P.", TITLE = "Partial Linearization Based Optimization for Multi-class SVM", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "V: 842-857", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142808"} @inproceedings{bb146849, AUTHOR = "Namin, S.R. and Alvarez, J.M. and Kneip, L. and Petersson, L.", TITLE = "Latent structural SVM with marginal probabilities for weakly labeled structured learning", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "3733-3737", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142809"} @inproceedings{bb146850, AUTHOR = "Hoseinkhani, F. and Nasersharif, B.", TITLE = "A feature transformation method based on multi objective particle swarm optimization for reducing support vector machine error", BOOKTITLE = IPRIA15, YEAR = "2015", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142810"} @inproceedings{bb146851, AUTHOR = "Bouchacourt, D. and Nowozin, S. and Kumar, M.P.", TITLE = "Entropy-Based Latent Structured Output Prediction", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "2920-2928", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142811"} @inproceedings{bb146852, AUTHOR = "Goto, M. and Ishida, R. and Uchida, S.", TITLE = "Preselection of support vector candidates by relative neighborhood graph for large-scale character recognition", BOOKTITLE = ICDAR15, YEAR = "2015", PAGES = "306-310", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142812"} @inproceedings{bb146853, AUTHOR = "Stamos, D. and Martelli, S. and Nabi, M. and McDonald, A. and Murino, V. and Pontil, M.", TITLE = "Learning with dataset bias in latent subcategory models", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "3650-3658", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142813"} @inproceedings{bb146854, AUTHOR = "Shah, N. and Kolmogorov, V. and Lampert, C.H.", TITLE = "A multi-plane block-coordinate frank-wolfe algorithm for training structural SVMs with a costly max-oracle", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "2737-2745", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142814"} @inproceedings{bb146855, AUTHOR = "Xu, X. and Shimada, A. and Taniguch, R.I.", TITLE = "Exploring Image Specific Structured Loss for Image Annotation with Incomplete Labelling", BOOKTITLE = ACCV14, YEAR = "2014", PAGES = "I: 704-719", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142815"} @inproceedings{bb146856, AUTHOR = "Blondel, M. and Fujino, A. and Ueda, N.", TITLE = "Large-Scale Multiclass Support Vector Machine Training via Euclidean Projection onto the Simplex", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1289-1294", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142816"} @inproceedings{bb146857, AUTHOR = "Chen, Y.D. and Li, R.", TITLE = "Effective Part Localization in Latent-SVM Training", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "4269-4274", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142817"} @inproceedings{bb146858, AUTHOR = "Alvarez Meza, A.M. and Cardenas Pena, D. and Castellanos Dominguez, C.G.", TITLE = "Unsupervised Kernel Function Building Using Maximization of Information Potential Variability", BOOKTITLE = CIARP14, YEAR = "2014", PAGES = "335-342", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142818"} @inproceedings{bb146859, AUTHOR = "Bilen, H. and Pedersoli, M. and Namboodiri, V.P. and Tuytelaars, T. and Van Gool, L.J.", TITLE = "Object Classification with Adaptable Regions", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "3662-3669", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142819"} @article{bb146860, AUTHOR = "Behl, A. and Mohapatra, P. and Jawahar, C.V. and Kumar, M.P.", TITLE = "Optimizing Average Precision Using Weakly Supervised Data", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "12", MONTH = "December", PAGES = "2545-2557", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142820"} @inproceedings{bb146861, AUTHOR = "Behl, A. and Jawahar, C.V. and Kumar, M.P.", TITLE = "Optimizing Average Precision Using Weakly Supervised Data", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "1011-1018", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142820"} @inproceedings{bb146862, AUTHOR = "Yang, J. and Sindhwani, V. and Fan, Q.F. and Avron, H. and Mahoney, M.W.", TITLE = "Random Laplace Feature Maps for Semigroup Kernels on Histograms", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "971-978", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142821"} @inproceedings{bb146863, AUTHOR = "Takami, M. and Bell, P. and Ommer, B.", TITLE = "Offline learning of prototypical negatives for efficient online Exemplar SVM", BOOKTITLE = WACV14, YEAR = "2014", PAGES = "377-384", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142822"} @inproceedings{bb146864, AUTHOR = "Chen, D.Z. and Batra, D. and Freeman, W.T.", TITLE = "Group Norm for Learning Structured SVMs with Unstructured Latent Variables", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "409-416", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142823"} @inproceedings{bb146865, AUTHOR = "Vemulapalli, R. and Pillai, J.K. and Chellappa, R.", TITLE = "Kernel Learning for Extrinsic Classification of Manifold Features", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "1782-1789", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142824"} @inproceedings{bb146866, AUTHOR = "Branson, S. and Beijbom, O. and Belongie, S.J.", TITLE = "Efficient Large-Scale Structured Learning", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "1806-1813", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142825"} @inproceedings{bb146867, AUTHOR = "Candel, D. and Nanculef, R. and Concha, C. and Allende, H.", TITLE = "A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine", BOOKTITLE = CIARP10, YEAR = "2010", PAGES = "484-491", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142826"} @inproceedings{bb146868, AUTHOR = "Frandi, E. and Gasparo, M.G. and Lodi, S. and Nanculef, R. and Sartori, C.", TITLE = "A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls", BOOKTITLE = CIARP10, YEAR = "2010", PAGES = "87-95", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142827"} @inproceedings{bb146869, AUTHOR = "Zhang, D.Y. and Wang, X.L. and Liu, B.Q.", TITLE = "Learning the Kernel Combination for Object Categorization", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "2929-2932", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142828"} @inproceedings{bb146870, AUTHOR = "Timm, F. and Klement, S. and Martinetz, T.", TITLE = "Fast model selection for MaxMinOver-based training of support vector machines", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142829"} @inproceedings{bb146871, AUTHOR = "Sentelle, C. and Anagnostopoulos, G.C. and Georgiopoulos, M.", TITLE = "A fast revised simplex method for SVM training", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142830"} @inproceedings{bb146872, AUTHOR = "Schnitzspan, P. and Fritz, M. and Schiele, B.", TITLE = "Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features", BOOKTITLE = ECCV08, YEAR = "2008", PAGES = "II: 527-540", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142831"} @inproceedings{bb146873, AUTHOR = "Mejia Guevara, I. and Kuri Morales, A.", TITLE = "MP-Polynomial Kernel for Training Support Vector Machines", BOOKTITLE = CIARP07, YEAR = "2007", PAGES = "584-593", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142832"} @inproceedings{bb146874, AUTHOR = "Lebrun, G. and Charrier, C. and Cardot, H.", TITLE = "SVM training time reduction using vector quantization", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "I: 160-163", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142833"} @inproceedings{bb146875, AUTHOR = "Yang, M.H. and Ahuja, N.", TITLE = "A Geometric Approach to Train Support Vector Machines", BOOKTITLE = CVPR00, YEAR = "2000", PAGES = "I: 430-437", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT142834"} @article{bb146876, AUTHOR = "Lau, K.W. and Wu, Q.H.", TITLE = "Online training of support vector classifier", JOURNAL = PR, VOLUME = "36", YEAR = "2003", NUMBER = "8", MONTH = "August", PAGES = "1913-1920", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142835"} @article{bb146877, AUTHOR = "Lau, K.W. and Wu, Q.H.", TITLE = "Leave one support vector out cross validation for fast estimation of generalization errors", JOURNAL = PR, VOLUME = "37", YEAR = "2004", NUMBER = "9", MONTH = "September", PAGES = "1835-1840", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142836"} @article{bb146878, AUTHOR = "Katagiri, S. and Abe, S.", TITLE = "Incremental training of support vector machines using hyperspheres", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "13", MONTH = "October", PAGES = "1495-1507", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142837"} @article{bb146879, AUTHOR = "Abe, S.", TITLE = "Fuzzy support vector machines for multilabel classification", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "6", PAGES = "2110-2117", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142838"} @article{bb146880, AUTHOR = "Cheng, S.X. and Shih, F.Y.", TITLE = "An improved incremental training algorithm for support vector machines using active query", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "3", MONTH = "March", PAGES = "964-971", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142839"} @article{bb146881, AUTHOR = "Carvalho, B.P.R. and Braga, A.P.", TITLE = "IP-LSSVM: A two-step sparse classifier", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "16", MONTH = "December", PAGES = "1507-1515", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142840"} @article{bb146882, AUTHOR = "Duan, H. and Shao, X.J. and Hou, W.Z. and He, G.P. and Zeng, Q.T.", TITLE = "An incremental learning algorithm for Lagrangian support vector machines", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "15", MONTH = "November", PAGES = "1384-1391", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142841"} @article{bb146883, AUTHOR = "Pronobis, A. and Jie, L. and Caputo, B.", TITLE = "The more you learn, the less you store: Memory-controlled incremental SVM for visual place recognition", JOURNAL = IVC, VOLUME = "28", YEAR = "2010", NUMBER = "7", MONTH = "July", PAGES = "1080-1097", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142842"} @article{bb146884, AUTHOR = "He, X.S. and Wang, Z. and Jin, C. and Zheng, Y.B. and Xue, X.Y.", TITLE = "A simplified multi-class support vector machine with reduced dual optimization", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "1", MONTH = "January", PAGES = "71-82", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142843"} @article{bb146885, AUTHOR = "Nikitidis, S. and Nikolaidis, N. and Pitas, I.", TITLE = "Multiplicative update rules for incremental training of multiclass support vector machines", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "5", MONTH = "May", PAGES = "1838-1852", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142844"} @inproceedings{bb146886, AUTHOR = "Nikitidis, S. and Nikolaidis, N. and Pitas, I.", TITLE = "Incremental Training of Multiclass Support Vector Machines", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "4267-4270", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142845"} @article{bb146887, AUTHOR = "Qi, Z.Q. and Tian, Y.J. and Shi, Y.", TITLE = "Robust twin support vector machine for pattern classification", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "305-316", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142846"} @article{bb146888, AUTHOR = "Tian, Y.J. and Qi, Z.Q. and Ju, X. and Shi, Y. and Liu, X.", TITLE = "Nonparallel Support Vector Machines for Pattern Classification", JOURNAL = Cyber, VOLUME = "44", YEAR = "2014", NUMBER = "7", MONTH = "July", PAGES = "1067-1079", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142847"} @article{bb146889, AUTHOR = "Chen, D.D. and Tian, Y.J. and Liu, X.H.", TITLE = "Structural nonparallel support vector machine for pattern recognition", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "296-305", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142848"} @article{bb146890, AUTHOR = "Shen, X. and Niu, L.F. and Qi, Z.Q. and Tian, Y.J.", TITLE = "Support vector machine classifier with truncated pinball loss", JOURNAL = PR, VOLUME = "68", YEAR = "2017", NUMBER = "1", PAGES = "199-210", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142849"} @article{bb146891, AUTHOR = "Zhao, J.W. and Yan, G.R. and Feng, B.Q. and Mao, W.T. and Bai, J.Q.", TITLE = "An adaptive support vector regression based on a new sequence of unified orthogonal polynomials", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "899-913", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142850"} @article{bb146892, AUTHOR = "Ji, Y. and Sun, S.L.", TITLE = "Multitask multiclass support vector machines: Model and experiments", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "914-924", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142851"} @article{bb146893, AUTHOR = "Peng, J.X. and Ferguson, S. and Rafferty, K. and Stewart, V.", TITLE = "A sequential algorithm for sparse support vector classifiers", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "4", MONTH = "April", PAGES = "1195-1208", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142852"} @article{bb146894, AUTHOR = "Wang, Z. and Shao, Y.H. and Wu, T.R.", TITLE = "A GA-based model selection for smooth twin parametric-margin support vector machine", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "8", MONTH = "August", PAGES = "2267-2277", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142853"} @article{bb146895, AUTHOR = "Souza, R.C.S.N.P. and Leite, S.C. and Borges, C.C.H. and Neto, R.F.", TITLE = "Online algorithm based on support vectors for orthogonal regression", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "12", MONTH = "September", PAGES = "1394-1404", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142854"} @article{bb146896, AUTHOR = "Hou, C.P. and Nie, F.P. and Zhang, C.S. and Yi, D.Y. and Wu, Y.", TITLE = "Multiple rank multi-linear SVM for matrix data classification", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "1", PAGES = "454-469", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142855"} @article{bb146897, AUTHOR = "Kim, K. and Lee, D.W.", TITLE = "Inductive manifold learning using structured support vector machine", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "1", PAGES = "470-479", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142856"} @article{bb146898, AUTHOR = "Aytar, Y. and Zisserman, A.", TITLE = "Part level transfer regularization for enhancing exemplar SVMs", JOURNAL = CVIU, VOLUME = "138", YEAR = "2015", NUMBER = "1", PAGES = "114-123", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142857"} @inproceedings{bb146899, AUTHOR = "Aytar, Y. and Zisserman, A.", TITLE = "Enhancing Exemplar SVMs using Part Level Transfer Regularization", BOOKTITLE = BMVC12, YEAR = "2012", PAGES = "79", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT142858"}