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@inproceedings{bb108804,
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@inproceedings{bb108807,
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@inproceedings{bb108808,
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@article{bb108828,
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@inproceedings{bb108854,
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@article{bb108857,
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@article{bb108858,
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@inproceedings{bb108859,
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@inproceedings{bb108860,
        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#TT105232"}

@inproceedings{bb108861,
        AUTHOR = "Jayadeva and Shah, S. and Chandra, S.",
        TITLE = "Zero Norm Least Squares Proximal SVR",
        BOOKTITLE = PReMI09,
        YEAR = "2009",
        PAGES = "38-43",
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@article{bb108862,
        AUTHOR = "Qiao, H. and Wang, Y.G. and Zhang, B.",
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polynomial-time convergence",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105234"}

@article{bb108863,
        AUTHOR = "Wang, D. and Zhang, B. and Zhang, P. and Qiao, H.",
        TITLE = "An online core vector machine with adaptive MEB adjustment",
        JOURNAL = PR,
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@article{bb108864,
        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",
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        PAGES = "540-550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105236"}

@article{bb108865,
        AUTHOR = "Chuang, C.C.",
        TITLE = "Fuzzy Weighted Support Vector Regression With a Fuzzy Partition",
        JOURNAL = SMC-B,
        VOLUME = "37",
        YEAR = "2007",
        NUMBER = "3",
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        PAGES = "630-640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105237"}

@article{bb108866,
        AUTHOR = "Tian, S.F. and Mu, S.M. and Yin, C.H.",
        TITLE = "Length-weighted string kernels for sequence data classification",
        JOURNAL = PRL,
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        PAGES = "1651-1656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105238"}

@article{bb108867,
        AUTHOR = "Zingman, I. and Meir, R. and El Yaniv, R.",
        TITLE = "Size-density spectra and their application to image classification",
        JOURNAL = PR,
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        PAGES = "3336-3348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105239"}

@article{bb108868,
        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#TT105240"}

@inproceedings{bb108869,
        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#TT105241"}

@article{bb108870,
        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#TT105242"}

@article{bb108871,
        AUTHOR = "Zafeiriou, S.P. and Tefas, A. and Pitas, I.",
        TITLE = "Minimum Class Variance Support Vector Machines",
        JOURNAL = IP,
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        YEAR = "2007",
        NUMBER = "10",
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        PAGES = "2551-2564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105243"}

@article{bb108872,
        AUTHOR = "Vretos, N. and Tefas, A. and Pitas, I.",
        TITLE = "Using robust dispersion estimation in support vector machines",
        JOURNAL = PR,
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        YEAR = "2013",
        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105244"}

@article{bb108873,
        AUTHOR = "Zhou, S.S. and Liu, H.W. and Zhou, L.H. and Ye, F.",
        TITLE = "Semismooth Newton support vector machine",
        JOURNAL = PRL,
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        NUMBER = "15",
        MONTH = "November",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105245"}

@article{bb108874,
        AUTHOR = "Astorino, A. and Fuduli, A.",
        TITLE = "Nonsmooth Optimization Techniques for Semisupervised Classification",
        JOURNAL = PAMI,
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        PAGES = "2135-2142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105246"}

@article{bb108875,
        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#TT105247"}

@article{bb108876,
        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#TT105248"}

@article{bb108877,
        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#TT105249"}

@article{bb108878,
        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#TT105250"}

@article{bb108879,
        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#TT105251"}

@article{bb108880,
        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#TT105252"}

@article{bb108881,
        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#TT105253"}

@article{bb108882,
        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#TT105254"}

@article{bb108883,
        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#TT105255"}

@article{bb108884,
        AUTHOR = "Zhao, Y.P. and Sun, J.G.",
        TITLE = "Recursive reduced least squares support vector regression",
        JOURNAL = PR,
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        NUMBER = "5",
        MONTH = "May",
        PAGES = "837-842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105256"}

@article{bb108885,
        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#TT105257"}

@article{bb108886,
        AUTHOR = "Liang, X. and Wang, C.",
        TITLE = "Separating hypersurfaces of SVMs in input spaces",
        JOURNAL = PRL,
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        YEAR = "2009",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "469-476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105258"}

@article{bb108887,
        AUTHOR = "Mu, T. and Nandi, A.K.",
        TITLE = "Multiclass Classification Based on Extended Support Vector Data
Description",
        JOURNAL = SMC-B,
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        YEAR = "2009",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1206-1216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105259"}

@article{bb108888,
        AUTHOR = "Chen, G.Y. and Dudek, G.",
        TITLE = "Auto-correlation wavelet support vector machine",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "8",
        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105260"}

@inproceedings{bb108889,
        AUTHOR = "Chen, G.Y. and Dudek, G.",
        TITLE = "Auto-Correlation Wavelet Support Vector Machine and Its Applications to
Regression",
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        YEAR = "2005",
        PAGES = "246-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105261"}

@article{bb108890,
        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",
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        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105262"}

@article{bb108891,
        AUTHOR = "Peleg, D. and Meir, R.",
        TITLE = "A sparsity driven kernel machine based on minimizing a generalization
error bound",
        JOURNAL = PR,
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        YEAR = "2009",
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        PAGES = "2607-2614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105263"}

@article{bb108892,
        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#TT105264"}

@article{bb108893,
        AUTHOR = "Zhao, W. and Du, S.H. and Wang, Q. and Emery, W.J.",
        TITLE = "Contextually guided very-high-resolution imagery classification with
semantic segments",
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        NUMBER = "1",
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@article{bb108894,
        AUTHOR = "Tuia, D. and Camps Valls, G. and Matasci, G. and Kanevski, M.",
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        JOURNAL = GeoRS,
        VOLUME = "48",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105266"}

@article{bb108895,
        AUTHOR = "Volpi, M. and Tuia, D. and Kanevski, M.",
        TITLE = "Memory-Based Cluster Sampling for Remote Sensing Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "3096-3106",
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@article{bb108896,
        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,
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        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3550-3564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105268"}

@article{bb108897,
        AUTHOR = "Huang, X. and Shi, L. and Suykens, J.A.K.",
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        JOURNAL = PAMI,
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@article{bb108898,
        AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
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@inproceedings{bb108899,
        AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
        TITLE = "SVMs, Gaussian mixtures, and their generative/discriminative fusion",
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