@article{bb155000,
AUTHOR = "Munoz Romero, S. and Gomez Verdejo, V. and Parrado Hernandez, E.",
TITLE = "A novel framework for parsimonious multivariate analysis",
JOURNAL = PR,
VOLUME = "71",
YEAR = "2017",
NUMBER = "1",
PAGES = "173-186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150907"}
@inproceedings{bb155001,
AUTHOR = "Fei, Y.N. and Lu, Z. and Tang, W.H. and Wu, Q.H.",
TITLE = "Harmonic Estimation Using a Global Search Optimiser",
BOOKTITLE = EvoIASP07,
YEAR = "2007",
PAGES = "261-270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150908"}
@article{bb155002,
AUTHOR = "Lau, K.W. and Wu, Q.H.",
TITLE = "Local prediction of non-linear time series using support vector
regression",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "5",
MONTH = "May",
PAGES = "1556-1564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150909"}
@article{bb155003,
AUTHOR = "Chen, Y.S. and Wang, G.P. and Dong, S.H.",
TITLE = "Learning with progressive transductive support vector machine",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "12",
MONTH = "August",
PAGES = "1845-1855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150910"}
@article{bb155004,
AUTHOR = "Steinwart, I.",
TITLE = "On the optimal parameter choice for v-support vector machines",
JOURNAL = PAMI,
VOLUME = "25",
YEAR = "2003",
NUMBER = "10",
MONTH = "October",
PAGES = "1274-1284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150911"}
@article{bb155005,
AUTHOR = "Rojo Alvarez, J.L. and Martinez Ramon, M. and Figueiras Vidal, A.R. and Garcia Armada, A. and Artes Rodriguez, A.",
TITLE = "A robust support vector algorithm for nonparametric spectral analysis",
JOURNAL = SPLetters,
VOLUME = "10",
YEAR = "2003",
NUMBER = "11",
MONTH = "November",
PAGES = "320-323",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150912"}
@article{bb155006,
AUTHOR = "Maruyama, K.I. and Maruyama, M. and Miyao, H. and Nakano, Y.",
TITLE = "A method to make multiple hypotheses with high cumulative recognition
rate using SVMs",
JOURNAL = PR,
VOLUME = "37",
YEAR = "2004",
NUMBER = "2",
MONTH = "February",
PAGES = "241-251",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150913"}
@article{bb155007,
AUTHOR = "Karacali, B. and Ramanath, R. and Snyder, W.E.",
TITLE = "A comparative analysis of structural risk minimization by support
vector machines and nearest neighbor rule",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "1",
MONTH = "January",
PAGES = "63-71",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150914"}
@article{bb155008,
AUTHOR = "Mitra, P. and Murthy, C.A. and Pal, S.K.",
TITLE = "A Probabilistic Active Support Vector Learning Algorithm",
JOURNAL = PAMI,
VOLUME = "26",
YEAR = "2004",
NUMBER = "3",
MONTH = "March",
PAGES = "413-418",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150915"}
@article{bb155009,
AUTHOR = "Chen, J.H. and Chen, C.S.",
TITLE = "Reducing SVM Classification Time Using Multiple Mirror Classifiers",
JOURNAL = SMC-B,
VOLUME = "34",
YEAR = "2004",
NUMBER = "2",
MONTH = "April",
PAGES = "1173-1183",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150916"}
@inproceedings{bb155010,
AUTHOR = "Chen, J.H. and Chen, C.S.",
TITLE = "Speeding up SVM decision based on mirror points",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 869-872",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150917"}
@article{bb155011,
AUTHOR = "Lee, J.W. and Lee, D.W.",
TITLE = "An Improved Cluster Labeling Method for Support Vector Clustering",
JOURNAL = PAMI,
VOLUME = "27",
YEAR = "2005",
NUMBER = "3",
MONTH = "March",
PAGES = "461-464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150918"}
@article{bb155012,
AUTHOR = "Lee, J.W. and Lee, D.W.",
TITLE = "Dynamic Characterization of Cluster Structures for Robust and Inductive
Support Vector Clustering",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "11",
MONTH = "November",
PAGES = "1869-1874",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150919"}
@article{bb155013,
AUTHOR = "Lee, D.W. and Lee, J.W.",
TITLE = "Domain described support vector classifier for multi-classification
problems",
JOURNAL = PR,
VOLUME = "40",
YEAR = "2007",
NUMBER = "1",
MONTH = "January",
PAGES = "41-51",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150920"}
@article{bb155014,
AUTHOR = "Jung, K.H. and Lee, D.W. and Lee, J.W.",
TITLE = "Fast support-based clustering method for large-scale problems",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "5",
MONTH = "May",
PAGES = "1975-1983",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150921"}
@article{bb155015,
AUTHOR = "Lee, K.Y. and Kim, D.W. and Lee, K.H. and Lee, D.",
TITLE = "Possibilistic support vector machines",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "8",
MONTH = "August",
PAGES = "1325-1327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150922"}
@article{bb155016,
AUTHOR = "Ayat, N.E. and Cheriet, M. and Suen, C.Y.",
TITLE = "Automatic model selection for the optimization of SVM kernels",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "10",
MONTH = "October",
PAGES = "1733-1745",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150923"}
@article{bb155017,
AUTHOR = "Adankon, M.M. and Cheriet, M.",
TITLE = "Optimizing resources in model selection for support vector machine",
JOURNAL = PR,
VOLUME = "40",
YEAR = "2007",
NUMBER = "3",
MONTH = "March",
PAGES = "953-963",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150924"}
@article{bb155018,
AUTHOR = "Zhang, J.Y. and Liu, Y.X.",
TITLE = "SVM decision boundary based discriminative subspace induction",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "10",
MONTH = "October",
PAGES = "1746-1758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150925"}
@article{bb155019,
AUTHOR = "Gonzalez, L. and Angulo, C. and Velasco, F. and Catala, A.",
TITLE = "Unified dual for bi-class SVM approaches",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "10",
MONTH = "October",
PAGES = "1772-1774",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150926"}
@article{bb155020,
AUTHOR = "Gonzalez, L. and Angulo, C. and Velasco, F. and Catala, A.",
TITLE = "Dual unification of bi-class support vector machine formulations",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "7",
MONTH = "July",
PAGES = "1325-1332",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150927"}
@article{bb155021,
AUTHOR = "Lee, K.Y. and Kim, D.W. and Lee, D. and Lee, K.H.",
TITLE = "Improving support vector data description using local density degree",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "10",
MONTH = "October",
PAGES = "1768-1771",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150928"}
@article{bb155022,
AUTHOR = "Asharaf, S. and Shevade, S.K. and Murty, M.N.",
TITLE = "Rough support vector clustering",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "10",
MONTH = "October",
PAGES = "1779-1783",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150929"}
@article{bb155023,
AUTHOR = "Reddy, I.S. and Shevade, S.K. and Murty, M.N.",
TITLE = "A fast quasi-Newton method for semi-supervised SVM",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "10-11",
MONTH = "October",
PAGES = "2305-2313",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150930"}
@inproceedings{bb155024,
AUTHOR = "Asharaf, S. and Murty, M.N.",
TITLE = "Scalable non-linear Support Vector Machine using hierarchical
clustering",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "I: 908-911",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150931"}
@article{bb155025,
AUTHOR = "Nath, J.S. and Shevade, S.K.",
TITLE = "An efficient clustering scheme using support vector methods",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "8",
MONTH = "August",
PAGES = "1473-1480",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150932"}
@article{bb155026,
AUTHOR = "El Yaniv, R. and Gerzon, L.",
TITLE = "Effective transductive learning via objective model selection",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "13",
MONTH = "October",
PAGES = "2104-2115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150933"}
@article{bb155027,
AUTHOR = "Lauer, F. and Bloch, G.",
TITLE = "Ho-Kashyap classifier with early stopping for regularization",
JOURNAL = PRL,
VOLUME = "27",
YEAR = "2006",
NUMBER = "9",
MONTH = "July",
PAGES = "1037-1044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150934"}
@article{bb155028,
AUTHOR = "Li, M.K. and Sethi, I.K.",
TITLE = "Confidence-Based Active Learning",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "8",
MONTH = "August",
PAGES = "1251-1261",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150935"}
@article{bb155029,
AUTHOR = "Li, M.K. and Sethi, I.K.",
TITLE = "Confidence-based classifier design",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "7",
MONTH = "July",
PAGES = "1230-1240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150936"}
@inproceedings{bb155030,
AUTHOR = "Li, M.K. and Sethi, I.K.",
TITLE = "SVM-based classifier design with controlled confidence",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 164-167",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150937"}
@article{bb155031,
AUTHOR = "Liu, Y.G. and You, Z.S. and Cao, L.P.",
TITLE = "A novel and quick SVM-based multi-class classifier",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "11",
MONTH = "November",
PAGES = "2258-2264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150938"}
@article{bb155032,
AUTHOR = "Li, Q. and Jiao, L.C. and Hao, Y.J.",
TITLE = "Adaptive simplification of solution for support vector machine",
JOURNAL = PR,
VOLUME = "40",
YEAR = "2007",
NUMBER = "3",
MONTH = "March",
PAGES = "972-980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150939"}
@article{bb155033,
AUTHOR = "Han, Y. and Lam, W. and Ling, C.X.",
TITLE = "Customized Generalization of Support Patterns for Classification",
JOURNAL = SMC-B,
VOLUME = "36",
YEAR = "2006",
NUMBER = "6",
MONTH = "December",
PAGES = "1306-1318",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150940"}
@article{bb155034,
AUTHOR = "Jayadeva and Khemchandani, R. and Chandra, S.",
TITLE = "Twin Support Vector Machines for Pattern Classification",
JOURNAL = PAMI,
VOLUME = "29",
YEAR = "2007",
NUMBER = "5",
MONTH = "May",
PAGES = "905-910",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150941"}
@inproceedings{bb155035,
AUTHOR = "Khemchandani, R. and Goyal, K. and Chandra, S.",
TITLE = "Twin Support Vector Machine based Regression",
BOOKTITLE = ICAPR15,
YEAR = "2015",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150942"}
@inproceedings{bb155036,
AUTHOR = "Jayadeva and Shah, S. and Chandra, S.",
TITLE = "Kernel Optimization Using a Generalized Eigenvalue Approach",
BOOKTITLE = PReMI09,
YEAR = "2009",
PAGES = "32-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150943"}
@inproceedings{bb155037,
AUTHOR = "Jayadeva and Shah, S. and Chandra, S.",
TITLE = "Zero Norm Least Squares Proximal SVR",
BOOKTITLE = PReMI09,
YEAR = "2009",
PAGES = "38-43",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150944"}
@article{bb155038,
AUTHOR = "Qiao, H. and Wang, Y.G. and Zhang, B.",
TITLE = "A simple decomposition algorithm for support vector machines with
polynomial-time convergence",
JOURNAL = PR,
VOLUME = "40",
YEAR = "2007",
NUMBER = "9",
MONTH = "September",
PAGES = "2543-2549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150945"}
@article{bb155039,
AUTHOR = "Wang, D. and Zhang, B. and Zhang, P. and Qiao, H.",
TITLE = "An online core vector machine with adaptive MEB adjustment",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "3468-3482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150946"}
@article{bb155040,
AUTHOR = "Doumpos, M. and Zopounidis, C. and Golfinopoulou, V.",
TITLE = "Additive Support Vector Machines for Pattern Classification",
JOURNAL = SMC-B,
VOLUME = "37",
YEAR = "2007",
NUMBER = "3",
MONTH = "June",
PAGES = "540-550",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150947"}
@article{bb155041,
AUTHOR = "Chuang, C.C.",
TITLE = "Fuzzy Weighted Support Vector Regression With a Fuzzy Partition",
JOURNAL = SMC-B,
VOLUME = "37",
YEAR = "2007",
NUMBER = "3",
MONTH = "June",
PAGES = "630-640",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150948"}
@article{bb155042,
AUTHOR = "Tian, S.F. and Mu, S.M. and Yin, C.H.",
TITLE = "Length-weighted string kernels for sequence data classification",
JOURNAL = PRL,
VOLUME = "28",
YEAR = "2007",
NUMBER = "13",
MONTH = "October",
PAGES = "1651-1656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150949"}
@article{bb155043,
AUTHOR = "Zingman, I. and Meir, R. and El Yaniv, R.",
TITLE = "Size-density spectra and their application to image classification",
JOURNAL = PR,
VOLUME = "40",
YEAR = "2007",
NUMBER = "12",
MONTH = "December",
PAGES = "3336-3348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT150950"}
@article{bb155044,
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#TT150951"}
@inproceedings{bb155045,
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#TT150952"}
@article{bb155046,
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#TT150953"}
@article{bb155047,
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#TT150954"}
@article{bb155048,
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#TT150955"}
@article{bb155049,
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#TT150956"}
@article{bb155050,
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#TT150957"}
@article{bb155051,
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#TT150958"}
@article{bb155052,
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#TT150959"}
@article{bb155053,
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#TT150960"}
@article{bb155054,
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#TT150961"}
@article{bb155055,
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#TT150962"}
@article{bb155056,
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#TT150963"}
@article{bb155057,
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#TT150964"}
@article{bb155058,
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#TT150965"}
@article{bb155059,
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#TT150966"}
@article{bb155060,
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#TT150967"}
@article{bb155061,
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#TT150968"}
@article{bb155062,
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#TT150969"}
@article{bb155063,
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#TT150970"}
@article{bb155064,
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#TT150971"}
@inproceedings{bb155065,
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#TT150972"}
@article{bb155066,
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#TT150973"}
@article{bb155067,
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#TT150974"}
@article{bb155068,
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#TT150975"}
@article{bb155069,
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#TT150976"}
@article{bb155070,
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#TT150977"}
@article{bb155071,
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#TT150978"}
@article{bb155072,
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#TT150979"}
@article{bb155073,
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#TT150980"}
@article{bb155074,
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#TT150981"}
@inproceedings{bb155075,
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#TT150982"}
@inproceedings{bb155076,
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#TT150983"}
@article{bb155077,
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#TT150984"}
@inproceedings{bb155078,
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#TT150984"}
@inproceedings{bb155079,
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#TT150985"}
@inproceedings{bb155080,
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#TT150986"}
@article{bb155081,
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#TT150987"}
@article{bb155082,
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#TT150988"}
@article{bb155083,
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#TT150989"}
@article{bb155084,
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#TT150990"}
@article{bb155085,
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#TT150991"}
@article{bb155086,
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#TT150992"}
@article{bb155087,
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#TT150993"}
@article{bb155088,
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#TT150994"}
@article{bb155089,
AUTHOR = "Ye, Q.L. 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#TT150995"}
@article{bb155090,
AUTHOR = "Ye, Q.L. 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#TT150996"}
@article{bb155091,
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#TT150997"}
@article{bb155092,
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#TT150998"}
@article{bb155093,
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#TT150999"}
@inproceedings{bb155094,
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#TT151000"}
@article{bb155095,
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#TT151001"}
@article{bb155096,
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#TT151002"}
@article{bb155097,
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#TT151003"}
@inproceedings{bb155098,
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#TT151004"}
@inproceedings{bb155099,
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#TT151005"}
Last update:Aug 19, 2026 at 13:26:35