@article{bb146300, AUTHOR = "Faußer, S. and Schwenker, F.", TITLE = "Semi-supervised clustering of large data sets with kernel methods", JOURNAL = PRL, VOLUME = "37", YEAR = "2014", NUMBER = "1", PAGES = "78-84", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142265"} @inproceedings{bb146301, AUTHOR = "Faußer, S. and Schwenker, F.", TITLE = "Clustering large datasets with kernel methods", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "501-504", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142266"} @article{bb146302, AUTHOR = "Cheng, Q.A. and Tezcan, J. and Cheng, J.", TITLE = "Confidence and prediction intervals for semiparametric mixed-effect least squares support vector machine", JOURNAL = PRL, VOLUME = "40", YEAR = "2014", NUMBER = "1", PAGES = "88-95", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142267"} @article{bb146303, AUTHOR = "Demir, B. and Bruzzone, L.", TITLE = "A multiple criteria active learning method for support vector regression", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "7", PAGES = "2558-2567", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142268"} @inproceedings{bb146304, AUTHOR = "Demir, B. and Ertrk, S.", TITLE = "Improving SVM classification accuracy using a hierarchical approach for hyperspectral images", BOOKTITLE = ICIP09, YEAR = "2009", PAGES = "2849-2852", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142269"} @article{bb146305, AUTHOR = "Serra Toro, C. and Traver, V.J. and Pla, F.", TITLE = "Exploring some practical issues of SVM+: Is really privileged information that helps?", JOURNAL = PRL, VOLUME = "42", YEAR = "2014", NUMBER = "1", PAGES = "40-46", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142270"} @article{bb146306, AUTHOR = "Chen, W.J. and Shao, Y.H. and Li, C.N. and Deng, N.Y.", TITLE = "MLTSVM: A novel twin support vector machine to multi-label learning", JOURNAL = PR, VOLUME = "52", YEAR = "2016", NUMBER = "1", PAGES = "61-74", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142271"} @article{bb146307, AUTHOR = "Zhang, H.X. and Cao, L.L. and Gao, S.", TITLE = "A locality correlation preserving support vector machine", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "9", PAGES = "3168-3178", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142272"} @article{bb146308, AUTHOR = "Tuia, D. and Volpi, M. and Dalla Mura, M. and Rakotomamonjy, A. and Flamary, R.", TITLE = "Automatic Feature Learning for Spatio-Spectral Image Classification With Sparse SVM", JOURNAL = GeoRS, VOLUME = "52", YEAR = "2014", NUMBER = "10", MONTH = "October", PAGES = "6062-6074", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142273"} @article{bb146309, AUTHOR = "Nasiri, J.A. and Charkari, N.M. and Jalili, S.", TITLE = "Least squares twin multi-class classification support vector machine", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "3", PAGES = "984-992", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142274"} @article{bb146310, AUTHOR = "Peng, S.L. and Hu, Q.H. and Chen, Y.L. and Dang, J.W.", TITLE = "Improved support vector machine algorithm for heterogeneous data", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "6", PAGES = "2072-2083", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142275"} @article{bb146311, AUTHOR = "Chen, J.H. and Takiguchi, T. and Ariki, Y.", TITLE = "A robust SVM classification framework using PSM for multi-class recognition", JOURNAL = JIVP, VOLUME = "2015", YEAR = "2015", NUMBER = "1", PAGES = "7", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142276"} @inproceedings{bb146312, AUTHOR = "Chen, J.H. and Takiguchi, T. and Ariki, Y.", TITLE = "Multithreading AdaBoost framework for object recognition", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "1235-1239", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142277"} @inproceedings{bb146313, AUTHOR = "Chen, J.H. and Kitano, Y. and Li, Y.T. and Takiguchi, T. and Ariki, Y.", TITLE = "A Robust Learning Framework Using PSM and Ameliorated SVMs for Emotional Recognition", BOOKTITLE = CV4AC14, YEAR = "2014", PAGES = "629-643", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142278"} @article{bb146314, AUTHOR = "Xu, J. and Tang, Y.Y. and Zou, B. and Xu, Z.B. and Li, L.Q. and Lu, Y. and Zhang, B.", TITLE = "The Generalization Ability of SVM Classification Based on Markov Sampling", JOURNAL = Cyber, VOLUME = "45", YEAR = "2015", NUMBER = "6", MONTH = "June", PAGES = "1169-1179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142279"} @article{bb146315, AUTHOR = "Li, Y. and Tian, X.M. and Song, M.L. and Tao, D.C.", TITLE = "Multi-task proximal support vector machine", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "10", PAGES = "3249-3257", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142280"} @article{bb146316, AUTHOR = "Bae, J.S. and Kim, J.O.", TITLE = "Multiclass Probabilistic Classification for Support Vector Machines", JOURNAL = IEICE, VOLUME = "E98-D", YEAR = "2015", NUMBER = "6", MONTH = "June", PAGES = "1251-1255", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142281"} @article{bb146317, AUTHOR = "Zheng, S.F.", TITLE = "Smoothly approximated support vector domain description", JOURNAL = PR, VOLUME = "49", YEAR = "2016", NUMBER = "1", PAGES = "55-64", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142282"} @article{bb146318, AUTHOR = "Ferreira, M.R.P. and de Carvalho, F.A.T. and Simoes, E.C.", TITLE = "Kernel-based hard clustering methods with kernelization of the metric and automatic weighting of the variables", JOURNAL = PR, VOLUME = "51", YEAR = "2016", NUMBER = "1", PAGES = "310-321", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142283"} @article{bb146319, AUTHOR = "de Carvalho, F.A.T. and Simoes, E.C. and Santana, L.V.C. and Ferreira, M.R.P.", TITLE = "Gaussian kernel c-means hard clustering algorithms with automated computation of the width hyper-parameters", JOURNAL = PR, VOLUME = "79", YEAR = "2018", PAGES = "370-386", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142284"} @article{bb146320, AUTHOR = "Simoes, E.C. and de Carvalho, F.A.T.", TITLE = "Gaussian kernel fuzzy c-means with width parameter computation and regularization", JOURNAL = PR, VOLUME = "143", YEAR = "2023", PAGES = "109749", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142285"} @article{bb146321, AUTHOR = "Osadchy, M. and Keren, D. and Raviv, D.", TITLE = "Recognition Using Hybrid Classifiers", JOURNAL = PAMI, VOLUME = "38", YEAR = "2016", NUMBER = "4", MONTH = "April", PAGES = "759-771", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142286"} @inproceedings{bb146322, AUTHOR = "Osadchy, M. and Keren, D. and Fadida Specktor, B.", TITLE = "Hybrid Classifiers for Object Classification with a Rich Background", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "V: 284-297", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142287"} @inproceedings{bb146323, AUTHOR = "Osadchy, M. and Keren, D.", TITLE = "Incorporating the Boltzmann Prior in Object Detection Using SVM", BOOKTITLE = CVPR06, YEAR = "2006", PAGES = "II: 2095-2101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142288"} @article{bb146324, AUTHOR = "Samat, A. and Gamba, P. and Abuduwaili, J. and Liu, S.C. and Miao, Z.", TITLE = "Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "3", PAGES = "234", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142289"} @article{bb146325, AUTHOR = "Moghaddam, V.H. and Hamidzadeh, J.", TITLE = "New Hermite orthogonal polynomial kernel and combined kernels in Support Vector Machine classifier", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "921-935", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142290"} @article{bb146326, AUTHOR = "Ji, Y.S. and Chen, Y.S. and Fu, H.H. and Yang, G.W.", TITLE = "An EnKF-based scheme to optimize hyper-parameters and features for SVM classifier", JOURNAL = PR, VOLUME = "62", YEAR = "2017", NUMBER = "1", PAGES = "202-213", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142291"} @article{bb146327, AUTHOR = "Xu, G. and Cao, Z. and Hu, B.G. and Principe, J.C.", TITLE = "Robust support vector machines based on the rescaled hinge loss function", JOURNAL = PR, VOLUME = "63", YEAR = "2017", NUMBER = "1", PAGES = "139-148", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142292"} @article{bb146328, AUTHOR = "Cheng, F.Y. and Zhang, J. and Li, Z.Y. and Tang, M.Z.", TITLE = "Double distribution support vector machine", JOURNAL = PRL, VOLUME = "88", YEAR = "2017", NUMBER = "1", PAGES = "20-25", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142293"} @article{bb146329, AUTHOR = "Lin, L. and Wang, G.R. and Zuo, W.M. and Feng, X.C. and Zhang, L.", TITLE = "Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning", JOURNAL = PAMI, VOLUME = "39", YEAR = "2017", NUMBER = "6", MONTH = "June", PAGES = "1089-1102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142294"} @article{bb146330, AUTHOR = "Wang, S.S. and Zhang, L. and Zuo, W.M. and Zhang, B.", TITLE = "Class-Specific Reconstruction Transfer Learning for Visual Recognition Across Domains", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "2424-2438", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142295"} @inproceedings{bb146331, AUTHOR = "Wang, S.S. and Zhang, L. and Zuo, W.M.", TITLE = "Class-Specific Reconstruction Transfer Learning via Sparse Low-Rank Constraint", BOOKTITLE = CEFR-LCV17, YEAR = "2017", PAGES = "949-957", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142296"} @article{bb146332, AUTHOR = "Gu, B. and Sheng, V.S. and Tay, K.Y. and Romano, W. and Li, S.", TITLE = "Cross Validation Through Two-Dimensional Solution Surface for Cost-Sensitive SVM", JOURNAL = PAMI, VOLUME = "39", YEAR = "2017", NUMBER = "6", MONTH = "June", PAGES = "1103-1121", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142297"} @article{bb146333, AUTHOR = "Zhang, X. and Zhang, X.", TITLE = "Withdrawn: Adaptive multiclass support vector machine for multimodal data analysis", JOURNAL = PR, VOLUME = "70", YEAR = "2017", NUMBER = "1", PAGES = "177-184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142298"} @article{bb146334, AUTHOR = "Zhang, X. and Zhang, X.", TITLE = "Withdrawn: Adaptive multiclass support vector machine for multimodal data analysis", JOURNAL = PR, VOLUME = "76", YEAR = "2018", NUMBER = "1", PAGES = "762", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142298"} @article{bb146335, AUTHOR = "Maggu, J. and Majumdar, A.", TITLE = "Kernel transform learning", JOURNAL = PRL, VOLUME = "98", YEAR = "2017", NUMBER = "1", PAGES = "117-122", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142299"} @inproceedings{bb146336, AUTHOR = "Maggu, J. and Majumdar, A.", TITLE = "Greedy deep transform learning", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1822-1826", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142300"} @article{bb146337, AUTHOR = "Yan, H. and Ye, Q.L. and Zhang, T.A. and Yu, D.J. and Yuan, X. and Xu, Y.Q. and Fu, L.Y.", TITLE = "Least squares twin bounded support vector machines based on L1-norm distance metric for classification", JOURNAL = PR, VOLUME = "74", YEAR = "2018", NUMBER = "1", PAGES = "434-447", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142301"} @article{bb146338, AUTHOR = "Dai, J.S. and Xu, W.C. and Ye, Z.F. and Chang, C.Q.", TITLE = "Effective subset approach for SVMpath singularities", JOURNAL = PRL, VOLUME = "100", YEAR = "2017", NUMBER = "1", PAGES = "51-58", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142302"} @article{bb146339, AUTHOR = "Zheng, Q.Q. and Zhu, F.Y. and Qin, J. and Chen, B.D. and Heng, P.A.", TITLE = "Sparse Support Matrix Machine", JOURNAL = PR, VOLUME = "76", YEAR = "2018", NUMBER = "1", PAGES = "715-726", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142303"} @article{bb146340, AUTHOR = "Chen, G. and Xu, R. and Yang, Z.", TITLE = "Deep ranking structural support vector machine for image tagging", JOURNAL = PRL, VOLUME = "105", YEAR = "2018", PAGES = "30-38", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142304"} @article{bb146341, AUTHOR = "Gu, B. and Quan, X. and Gu, Y.H. and Sheng, V.S. and Zheng, G.S.", TITLE = "Chunk incremental learning for cost-sensitive hinge loss support vector machine", JOURNAL = PR, VOLUME = "83", YEAR = "2018", PAGES = "196-208", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142305"} @article{bb146342, AUTHOR = "Chen, H.Y. and Yu, Y. and Jia, Y.Z. and Gu, B.", TITLE = "Incremental learning for transductive support vector machine", JOURNAL = PR, VOLUME = "133", YEAR = "2023", PAGES = "108982", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142306"} @article{bb146343, 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#TT142307"} @article{bb146344, 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#TT142308"} @inproceedings{bb146345, AUTHOR = "Tzelepi, M. and Mezaris, V.", TITLE = "Online Anchor-Based Training for Image Classification Tasks", BOOKTITLE = ICIP24, YEAR = "2024", PAGES = "1099-1105", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142309"} @article{bb146346, 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#TT142310"} @article{bb146347, 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#TT142311"} @article{bb146348, 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#TT142312"} @article{bb146349, 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#TT142313"} @article{bb146350, 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#TT142314"} @article{bb146351, 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#TT142315"} @article{bb146352, 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#TT142316"} @article{bb146353, 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#TT142317"} @article{bb146354, 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#TT142318"} @inproceedings{bb146355, 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#TT142319"} @article{bb146356, 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#TT142320"} @article{bb146357, 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#TT142321"} @article{bb146358, 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#TT142322"} @article{bb146359, 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#TT142323"} @article{bb146360, 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#TT142324"} @article{bb146361, 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#TT142325"} @article{bb146362, 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#TT142326"} @article{bb146363, 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#TT142327"} @article{bb146364, 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#TT142328"} @article{bb146365, 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#TT142329"} @article{bb146366, 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#TT142330"} @article{bb146367, 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#TT142331"} @article{bb146368, 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#TT142332"} @article{bb146369, AUTHOR = "Guo, Y.W. 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#TT142333"} @article{bb146370, 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#TT142334"} @article{bb146371, 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#TT142335"} @article{bb146372, 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#TT142336"} @article{bb146373, 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#TT142337"} @article{bb146374, 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#TT142338"} @article{bb146375, 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#TT142339"} @article{bb146376, AUTHOR = "Xian, J.J. and Rezvani, S. and Yang, D.", TITLE = "A New Decision Tree Based on Intuitionistic Fuzzy Twin Support Vector Machines", JOURNAL = ITS, VOLUME = "25", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "19810-19819", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142340"} @article{bb146377, 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#TT142341"} @article{bb146378, 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#TT142342"} @article{bb146379, 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#TT142343"} @article{bb146380, AUTHOR = "Wang, H.J. and Zhang, H.W. and Li, W.Q.", TITLE = "Sparse and robust support vector machine with capped squared loss for large-scale pattern classification", JOURNAL = PR, VOLUME = "153", YEAR = "2024", PAGES = "110544", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142344"} @article{bb146381, AUTHOR = "Yang, Z.J. and Chen, W. and Zhang, H. and Xu, Y.T. and Shi, L. and Zhao, J.H.", TITLE = "A safe screening rule with bi-level optimization of v support vector machine", JOURNAL = PR, VOLUME = "155", YEAR = "2024", PAGES = "110644", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142345"} @article{bb146382, AUTHOR = "Lu, J.Q. and Xie, X.J. and Xiong, Y.J.", TITLE = "Multi-view hypergraph regularized Lp norm least squares twin support vector machines for semi-supervised learning", JOURNAL = PR, VOLUME = "156", YEAR = "2024", PAGES = "110753", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142346"} @article{bb146383, AUTHOR = "Liu, S. and Yan, B.R. and Guo, W. and Hua, Y. and Zhang, S.G. and Lu, J. and Xu, L. and Yang, D.", TITLE = "Research on ELoran Demodulation Algorithm Based on Multiclass Support Vector Machine", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "17", PAGES = "3349", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142347"} @article{bb146384, AUTHOR = "Menges, D. and Rasheed, A. and Martens, H. and Pedersen, T.", TITLE = "Real-Time Predictive Condition Monitoring Using Multivariate Data", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "5703-5714", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142348"} @article{bb146385, AUTHOR = "He, C.X. and Xu, Y. and Wu, Z.B. and Zheng, S.D. and Wei, Z.H.", TITLE = "Multi-Dimensional Visual Data Restoration: Uncovering the Global Discrepancy in Transformed High-Order Tensor Singular Values", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "6409-6424", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142349"} @article{bb146386, AUTHOR = "Wang, Y.Z. and Liu, G.J. and Yang, L.X. and Liu, J.M. and Wei, L.", TITLE = "An Attention-Based Feature Processing Method for Cross-Domain Hyperspectral Image Classification", JOURNAL = SPLetters, VOLUME = "32", YEAR = "2025", PAGES = "196-200", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142350"} @article{bb146387, AUTHOR = "Fonseca Neto, R. and Villela, S.M. and Braga, A.P.", TITLE = "A projected gradient solution to the minimum connector problem with extensions to support vector machines", JOURNAL = PR, VOLUME = "162", YEAR = "2025", PAGES = "111339", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142351"} @article{bb146388, AUTHOR = "Zhang, J. and Lai, Z.H. and Kong, H. and Yang, J.", TITLE = "Learning the Optimal Discriminant SVM With Feature Extraction", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "4", MONTH = "April", PAGES = "2897-2911", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142352"} @article{bb146389, AUTHOR = "Ganaie, M.A. and Ahire, V. and Girard, A.", TITLE = "Granular Ball K-Class Twin Support Vector Classifier", JOURNAL = PR, VOLUME = "166", YEAR = "2025", PAGES = "111636", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT142353"} @inproceedings{bb146390, 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#TT142354"} @inproceedings{bb146391, 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#TT142355"} @inproceedings{bb146392, 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#TT142356"} @inproceedings{bb146393, 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#TT142357"} @inproceedings{bb146394, 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#TT142358"} @inproceedings{bb146395, 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#TT142359"} @inproceedings{bb146396, 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#TT142360"} @inproceedings{bb146397, 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#TT142361"} @inproceedings{bb146398, 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#TT142362"} @inproceedings{bb146399, 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#TT142363"}