@article{bb137300, AUTHOR = "Bayro Corrochano, E. and Arana Daniel, N.", TITLE = "Theory and Applications of Clifford Support Vector Machines", JOURNAL = JMIV, VOLUME = "28", YEAR = "2007", NUMBER = "1", MONTH = "May", PAGES = "29-46", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133327"} @inproceedings{bb137301, AUTHOR = "Lopez Gonzalez, G. and Arana Daniel, N. and Bayro Corrochano, E.", TITLE = "Quaternion Support Vector Classifier", BOOKTITLE = CIARP14, YEAR = "2014", PAGES = "722-729", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133328"} @article{bb137302, AUTHOR = "Ye, W. and Huang, S.T.", TITLE = "Reducing the number of sub-classifiers for pairwise multi-category support vector machines", JOURNAL = PRL, VOLUME = "28", YEAR = "2007", NUMBER = "15", MONTH = "November", PAGES = "2088-2093", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133329"} @article{bb137303, AUTHOR = "Zafeiriou, S.P. and Tefas, A. and Pitas, I.", TITLE = "Minimum Class Variance Support Vector Machines", JOURNAL = IP, VOLUME = "16", YEAR = "2007", NUMBER = "10", MONTH = "October", PAGES = "2551-2564", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133330"} @article{bb137304, AUTHOR = "Vretos, N. and Tefas, A. and Pitas, I.", TITLE = "Using robust dispersion estimation in support vector machines", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "12", PAGES = "3441-3451", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133331"} @article{bb137305, AUTHOR = "Zhou, S.S. and Liu, H.W. and Zhou, L.H. and Ye, F.", TITLE = "Semismooth Newton support vector machine", JOURNAL = PRL, VOLUME = "28", YEAR = "2007", NUMBER = "15", MONTH = "November", PAGES = "2054-2062", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133332"} @article{bb137306, AUTHOR = "Astorino, A. and Fuduli, A.", TITLE = "Nonsmooth Optimization Techniques for Semisupervised Classification", JOURNAL = PAMI, VOLUME = "29", YEAR = "2007", NUMBER = "12", MONTH = "December", PAGES = "2135-2142", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133333"} @article{bb137307, AUTHOR = "Guo, G. and Zhang, J.S.", TITLE = "Reducing examples to accelerate support vector regression", JOURNAL = PRL, VOLUME = "28", YEAR = "2007", NUMBER = "16", MONTH = "December", PAGES = "2173-2183", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133334"} @article{bb137308, AUTHOR = "Kang, W.S. and Choi, J.Y.", TITLE = "Domain density description for multiclass pattern classification with reduced computational load", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "6", MONTH = "June", PAGES = "1997-2009", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133335"} @article{bb137309, AUTHOR = "Li, D.F. and Hu, W.C. and Xiong, W. and Yang, J.B.", TITLE = "Fuzzy relevance vector machine for learning from unbalanced data and noise", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "9", MONTH = "July", PAGES = "1175-1181", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133336"} @article{bb137310, AUTHOR = "Kumar, M.A. and Gopal, M.", TITLE = "Application of smoothing technique on twin support vector machines", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "13", MONTH = "October", PAGES = "1842-1848", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133337"} @article{bb137311, AUTHOR = "Kumar, M.A. and Gopal, M.", TITLE = "A comparison study on multiple binary-class SVM methods for unilabel text categorization", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "11", MONTH = "August", PAGES = "1437-1444", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133338"} @article{bb137312, AUTHOR = "Yin, J.S. and Hu, D. and Zhou, Z.T.", TITLE = "Noisy manifold learning using neighborhood smoothing embedding", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "11", MONTH = "August", PAGES = "1613-1620", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133339"} @article{bb137313, AUTHOR = "Guo, S.M. and Chen, L.C. and Tsai, J.S.H.", TITLE = "A boundary method for outlier detection based on support vector domain description", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "1", MONTH = "January", PAGES = "77-83", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133340"} @article{bb137314, AUTHOR = "Wang, L. and Xue, P. and Chan, K.L.", TITLE = "Two Criteria for Model Selection in Multiclass Support Vector Machines", JOURNAL = SMC-B, VOLUME = "38", YEAR = "2008", NUMBER = "6", MONTH = "December", PAGES = "1432-1448", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133341"} @article{bb137315, AUTHOR = "Wu, K.P. and Wang, S.D.", TITLE = "Choosing the kernel parameters for support vector machines by the inter-cluster distance in the feature space", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "5", MONTH = "May", PAGES = "710-717", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133342"} @article{bb137316, AUTHOR = "Zhao, Y.P. and Sun, J.G.", TITLE = "Recursive reduced least squares support vector regression", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "5", MONTH = "May", PAGES = "837-842", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133343"} @article{bb137317, AUTHOR = "Filippi, A.M. and Archibald, R.", TITLE = "Support Vector Machine-Based Endmember Extraction", JOURNAL = GeoRS, VOLUME = "47", YEAR = "2009", NUMBER = "3", MONTH = "March", PAGES = "771-791", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133344"} @article{bb137318, AUTHOR = "Liang, X. and Wang, C.", TITLE = "Separating hypersurfaces of SVMs in input spaces", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "5", MONTH = "April", PAGES = "469-476", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133345"} @article{bb137319, AUTHOR = "Mu, T. and Nandi, A.K.", TITLE = "Multiclass Classification Based on Extended Support Vector Data Description", JOURNAL = SMC-B, VOLUME = "39", YEAR = "2009", NUMBER = "5", MONTH = "October", PAGES = "1206-1216", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133346"} @article{bb137320, AUTHOR = "Chen, G.Y. and Dudek, G.", TITLE = "Auto-correlation wavelet support vector machine", JOURNAL = IVC, VOLUME = "27", YEAR = "2009", NUMBER = "8", MONTH = "July", PAGES = "1040-1046", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133347"} @inproceedings{bb137321, AUTHOR = "Chen, G.Y. and Dudek, G.", TITLE = "Auto-Correlation Wavelet Support Vector Machine and Its Applications to Regression", BOOKTITLE = CRV05, YEAR = "2005", PAGES = "246-252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133348"} @article{bb137322, AUTHOR = "Chen, J. and Wang, C. and Wang, R.", TITLE = "Using Stacked Generalization to Combine SVMs in Magnitude and Shape Feature Spaces for Classification of Hyperspectral Data", JOURNAL = GeoRS, VOLUME = "47", YEAR = "2009", NUMBER = "7", MONTH = "July", PAGES = "2193-2205", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133349"} @article{bb137323, AUTHOR = "Peleg, D. and Meir, R.", TITLE = "A sparsity driven kernel machine based on minimizing a generalization error bound", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2607-2614", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133350"} @article{bb137324, AUTHOR = "Tuia, D. and Pacifici, F. and Kanevski, M. and Emery, W.J.", TITLE = "Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines", JOURNAL = GeoRS, VOLUME = "47", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "3866-3879", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133351"} @article{bb137325, AUTHOR = "Zhao, W.Z. and Du, S.H. and Wang, Q. and Emery, W.J.", TITLE = "Contextually guided very-high-resolution imagery classification with semantic segments", JOURNAL = PandRS, VOLUME = "132", YEAR = "2017", NUMBER = "1", PAGES = "48-60", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133352"} @article{bb137326, AUTHOR = "Tuia, D. and Camps Valls, G. and Matasci, G. and Kanevski, M.", TITLE = "Learning Relevant Image Features with Multiple-Kernel Classification", JOURNAL = GeoRS, VOLUME = "48", YEAR = "2010", NUMBER = "10", MONTH = "October", PAGES = "3780-3791", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133353"} @article{bb137327, AUTHOR = "Volpi, M. and Tuia, D. and Kanevski, M.", TITLE = "Memory-Based Cluster Sampling for Remote Sensing Image Classification", JOURNAL = GeoRS, VOLUME = "50", YEAR = "2012", NUMBER = "8", MONTH = "August", PAGES = "3096-3106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133354"} @article{bb137328, AUTHOR = "Matasci, G. and Volpi, M. and Kanevski, M. and Bruzzone, L. and Tuia, D.", TITLE = "Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "7", MONTH = "July", PAGES = "3550-3564", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133355"} @article{bb137329, AUTHOR = "Huang, X. and Shi, L. and Suykens, J.A.K.", TITLE = "Support Vector Machine Classifier With Pinball Loss", JOURNAL = PAMI, VOLUME = "36", YEAR = "2014", NUMBER = "5", MONTH = "May", PAGES = "984-997", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133356"} @article{bb137330, AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.", TITLE = "Object classification by fusing SVMs and Gaussian mixtures", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "7", MONTH = "July", PAGES = "2476-2484", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133357"} @inproceedings{bb137331, AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.", TITLE = "SVMs, Gaussian mixtures, and their generative/discriminative fusion", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133358"} @inproceedings{bb137332, AUTHOR = "Weyand, T. and Deselaers, T. and Ney, H.", TITLE = "Log-linear Mixtures for Object Class Recognition", BOOKTITLE = BMVC09, YEAR = "2009", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133359"} @article{bb137333, AUTHOR = "Munoz, A. and Gonzalez, J.", TITLE = "Representing Functional Data Using Support Vector Machines", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "6", MONTH = "April", PAGES = "511-516", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133360"} @inproceedings{bb137334, AUTHOR = "Gonzalez, J. and Munoz, A.", TITLE = "Representing Functional Data Using Support Vector Machines", BOOKTITLE = CIARP08, YEAR = "2008", PAGES = "332-339", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133360"} @inproceedings{bb137335, AUTHOR = "Munoz, A. and Gonzalez, J. and de Diego, I.M.", TITLE = "Local Linear Approximation for Kernel Methods: The Railway Kernel", BOOKTITLE = CIARP06, YEAR = "2006", PAGES = "936-944", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133361"} @inproceedings{bb137336, AUTHOR = "Moguerza, J.M. and Munoz, A. and de Diego, I.M.", TITLE = "Fusion of Gaussian Kernels Within Support Vector Classification", BOOKTITLE = CIARP06, YEAR = "2006", PAGES = "945-953", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133362"} @article{bb137337, AUTHOR = "Lin, H.J. and Yeh, J.P.", TITLE = "A hybrid optimization strategy for simplifying the solutions of support vector machines", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "7", MONTH = "May", PAGES = "563-571", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133363"} @article{bb137338, AUTHOR = "Wang, X.M. and Chung, F.L. and Wang, S.T.", TITLE = "On minimum class locality preserving variance support vector machine", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "8", MONTH = "August", PAGES = "2753-2762", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133364"} @article{bb137339, AUTHOR = "Glasmachers, T. and Igel, C.", TITLE = "Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters", JOURNAL = PAMI, VOLUME = "32", YEAR = "2010", NUMBER = "8", MONTH = "August", PAGES = "1522-1528", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133365"} @article{bb137340, AUTHOR = "Cevikalp, H.", TITLE = "New clustering algorithms for the support vector machine based hierarchical classification", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "11", MONTH = "August", PAGES = "1285-1291", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133366"} @article{bb137341, AUTHOR = "Saha, S.K. and Narayan, S. and Sarkar, S. and Mitra, P.", TITLE = "A composite kernel for named entity recognition", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "12", MONTH = "September", PAGES = "1591-1597", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133367"} @article{bb137342, AUTHOR = "Kumar, M.A. and Gopal, M.", TITLE = "A hybrid SVM based decision tree", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "12", MONTH = "December", PAGES = "3977-3987", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133368"} @article{bb137343, AUTHOR = "Giacco, F. and Thiel, C. and Pugliese, L. and Scarpetta, S. and Marinaro, M.", TITLE = "Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs", JOURNAL = GeoRS, VOLUME = "48", YEAR = "2010", NUMBER = "10", MONTH = "October", PAGES = "3769-3779", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133369"} @article{bb137344, AUTHOR = "Huang, K.Z. and Zheng, D.N. and Sun, J. and Hotta, Y. and Fujimoto, K. and Naoi, S.", TITLE = "Sparse learning for support vector classification", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "13", MONTH = "October", PAGES = "1944-1951", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133370"} @article{bb137345, AUTHOR = "Ye, Q. and Zhao, C.X. and Ye, N. and Chen, Y.N.", TITLE = "Multi-weight vector projection support vector machines", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "13", MONTH = "October", PAGES = "2006-2011", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133371"} @article{bb137346, AUTHOR = "Ye, Q. and Ye, N. and Yin, T.M.", TITLE = "Enhanced multi-weight vector projection support vector machine", JOURNAL = PRL, VOLUME = "42", YEAR = "2014", NUMBER = "1", PAGES = "91-100", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133372"} @article{bb137347, AUTHOR = "Bovolo, F. and Bruzzone, L. and Carlin, L.", TITLE = "A Novel Technique for Subpixel Image Classification Based on Support Vector Machine", JOURNAL = IP, VOLUME = "19", YEAR = "2010", NUMBER = "11", MONTH = "November", PAGES = "2983-2999", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133373"} @article{bb137348, AUTHOR = "Ertekin, S. and Bottou, L. and Giles, C.L.", TITLE = "Nonconvex Online Support Vector Machines", JOURNAL = PAMI, VOLUME = "33", YEAR = "2011", NUMBER = "2", MONTH = "February", PAGES = "368-381", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133374"} @article{bb137349, AUTHOR = "Han, D.Q. and Han, C.Z. and Yang, Y.", TITLE = "A novel classifier based on shortest feature line segment", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "3", MONTH = "February", PAGES = "485-493", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133375"} @inproceedings{bb137350, AUTHOR = "Han, D.Q. and Han, C.Z. and Yang, Y. and Liu, Y. and Mao, W.T.", TITLE = "Pre-extracting method for SVM classification based on the non-parametric K-NN rule", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133376"} @article{bb137351, AUTHOR = "Chang, C.C. and Chien, L.J. and Lee, Y.J.", TITLE = "A novel framework for multi-class classification via ternary smooth support vector machine", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "6", MONTH = "June", PAGES = "1235-1244", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133377"} @article{bb137352, AUTHOR = "Guo, L.H. and Jin, L.W.", TITLE = "Laplacian Support Vector Machines with Multi-Kernel Learning", JOURNAL = IEICE, VOLUME = "E94-D", YEAR = "2011", NUMBER = "2", MONTH = "February", PAGES = "379-383", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133378"} @article{bb137353, AUTHOR = "Sahbi, H. and Audibert, J.Y. and Keriven, R.", TITLE = "Context-Dependent Kernels for Object Classification", JOURNAL = PAMI, VOLUME = "33", YEAR = "2011", NUMBER = "4", MONTH = "April", PAGES = "699-708", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133379"} @inproceedings{bb137354, AUTHOR = "Sahbi, H. and Audibert, J.Y. and Rabarisoa, J. and Keriven, R.", TITLE = "Context-dependent kernel design for object matching and recognition", BOOKTITLE = CVPR08, YEAR = "2008", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133380"} @inproceedings{bb137355, AUTHOR = "Sahbi, H. and Fleuret, F.", TITLE = "Scale-Invariance of Support Vector Machines based on the Triangular Kernel", BOOKTITLE = INRIA, YEAR = "2002", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133381"} @inproceedings{bb137356, AUTHOR = "Sahbi, H. and Li, X.", TITLE = "Context-Based Support Vector Machines for Interconnected Image Annotation", BOOKTITLE = ACCV10, YEAR = "2010", PAGES = "I: 214-227", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133382"} @article{bb137357, AUTHOR = "Jiu, M. and Sahbi, H.", TITLE = "Nonlinear Deep Kernel Learning for Image Annotation", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "4", MONTH = "April", PAGES = "1820-1832", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133383"} @article{bb137358, AUTHOR = "Veenman, C.J. and Bolck, A.", TITLE = "A sparse nearest mean classifier for high dimensional multi-class problems", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "6", MONTH = "April", PAGES = "854-859", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133384"} @article{bb137359, AUTHOR = "Ozer, S. and Chen, C.H. and Cirpan, H.A.", TITLE = "A set of new Chebyshev kernel functions for support vector machine pattern classification", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "7", MONTH = "July", PAGES = "1435-1447", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133385"} @inproceedings{bb137360, AUTHOR = "Ozer, S. and Chen, C.H.", TITLE = "Generalized Chebyshev Kernels for Support Vector Classification", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133386"} @article{bb137361, AUTHOR = "Ozer, S.", TITLE = "Similarity Domains Machine for Scale-Invariant and Sparse Shape Modeling", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "534-545", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133387"} @article{bb137362, AUTHOR = "Wang, Z. and Yan, S.C. and Zhang, C.S.", TITLE = "Active learning with adaptive regularization", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "10-11", MONTH = "October", PAGES = "2375-2383", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133388"} @article{bb137363, AUTHOR = "Peng, X.J.", TITLE = "TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "10-11", MONTH = "October", PAGES = "2678-2692", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133389"} @article{bb137364, AUTHOR = "Chen, X.B. and Yang, J. and Ye, Q.L. and Liang, J.", TITLE = "Recursive projection twin support vector machine via within-class variance minimization", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "10-11", MONTH = "October", PAGES = "2643-2655", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133390"} @article{bb137365, AUTHOR = "Wittek, P. and Tan, C.L.", TITLE = "Compactly Supported Basis Functions as Support Vector Kernels for Classification", JOURNAL = PAMI, VOLUME = "33", YEAR = "2011", NUMBER = "10", MONTH = "October", PAGES = "2039-2050", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133391"} @article{bb137366, AUTHOR = "Laanaya, H. and Abdallah, F. and Snoussi, H. and Richard, C.", TITLE = "Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "13", MONTH = "October", PAGES = "1511-1515", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133392"} @article{bb137367, AUTHOR = "Li, B. and Song, S.J. and Li, K.", TITLE = "Improved conjugate gradient implementation for least squares support vector machines", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "2", MONTH = "January", PAGES = "121-125", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133393"} @article{bb137368, AUTHOR = "Clark, A.R.J. and Everson, R.M.", TITLE = "Multi-objective learning of Relevance Vector Machine classifiers with multi-resolution kernels", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "9", MONTH = "September", PAGES = "3535-3543", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133394"} @article{bb137369, AUTHOR = "Gkalelis, N. and Mezaris, V. and Kompatsiaris, I. and Stathaki, T.", TITLE = "Linear Subclass Support Vector Machines", JOURNAL = SPLetters, VOLUME = "19", YEAR = "2012", NUMBER = "9", MONTH = "September", PAGES = "575-578", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133395"} @article{bb137370, AUTHOR = "Wu, J.X.", TITLE = "Efficient HIK SVM Learning for Image Classification", JOURNAL = IP, VOLUME = "21", YEAR = "2012", NUMBER = "10", MONTH = "October", PAGES = "4442-4453", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133396"} @inproceedings{bb137371, AUTHOR = "Wu, J.X.", TITLE = "Power mean SVM for large scale visual classification", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "2344-2351", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133397"} @inproceedings{bb137372, AUTHOR = "Wu, J.X.", TITLE = "A Fast Dual Method for HIK SVM Learning", BOOKTITLE = ECCV10, YEAR = "2010", PAGES = "II: 552-565", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133398"} @article{bb137373, AUTHOR = "Wang, C.D. and Lai, J.H.", TITLE = "Position regularized Support Vector Domain Description", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "875-884", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133399"} @article{bb137374, AUTHOR = "Gonzalez Abril, L. and Velasco, F. and Angulo, C. and Ortega, J.A.", TITLE = "A study on output normalization in multiclass SVMs", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "3", MONTH = "February", PAGES = "344-348", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133400"} @article{bb137375, AUTHOR = "Minoura, K. and Tamura, S. and Hayamizu, S.", TITLE = "Probabilistic expression of Polynomial Semantic Indexing and its application for classification", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "13", PAGES = "1485-1489", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133401"} @article{bb137376, AUTHOR = "Abrahamsen, T.J. and Hansen, L.K.", TITLE = "Variance inflation in high dimensional Support Vector Machines", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "16", PAGES = "2173-2180", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT133402"} @article{bb137377, 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#TT133403"} @inproceedings{bb137378, 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#TT133404"} @article{bb137379, 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#TT133405"} @article{bb137380, 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#TT133406"} @inproceedings{bb137381, 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#TT133407"} @article{bb137382, 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#TT133408"} @article{bb137383, 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#TT133409"} @article{bb137384, 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#TT133410"} @article{bb137385, 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#TT133411"} @article{bb137386, 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#TT133412"} @article{bb137387, AUTHOR = "Peng, S.L. and Hu, Q.H. and Chen, Y.L. and Dang, J.", 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#TT133413"} @article{bb137388, 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#TT133414"} @inproceedings{bb137389, 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#TT133415"} @inproceedings{bb137390, 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#TT133416"} @article{bb137391, 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#TT133417"} @article{bb137392, 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#TT133418"} @article{bb137393, 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#TT133419"} @article{bb137394, 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#TT133420"} @article{bb137395, 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#TT133421"} @article{bb137396, 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#TT133422"} @article{bb137397, 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#TT133423"} @article{bb137398, 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#TT133424"} @inproceedings{bb137399, 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#TT133425"}