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@article{bb128745,
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@article{bb128746,
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@article{bb128763,
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@article{bb128768,
        AUTHOR = "Airola, A. and Pahikkala, T. and Salakoski, T.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124890"}

@inproceedings{bb128769,
        AUTHOR = "Heimonen, J.H. and Salakoski, T. and Pahikkala, T.",
        TITLE = "Properties of Object-Level Cross-Validation Schemes for Symmetric
Pair-Input Data",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124891"}

@article{bb128770,
        AUTHOR = "Rivas Perea, P. and Cota Ruiz, J.",
        TITLE = "An algorithm for training a large scale support vector machine for
regression based on linear programming and decomposition methods",
        JOURNAL = PRL,
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        MONTH = "March",
        PAGES = "439-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124892"}

@book{bb128771,
        AUTHOR = "Cota Ruiz, J. and Rivas Perea, P.",
        TITLE = "An algorithm for training a large scale support vector machine for
regression based on linear programming and decomposition methods",
        YEAR = "2013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124892"}

@article{bb128772,
        AUTHOR = "Rivas Perea, P. and Cota Ruiz, J. and Rosiles, J.G.",
        TITLE = "Corrigendum to 'An algorithm for training a large scale support vector
machine for regression based on linear programming and decomposition
methods'",
        JOURNAL = PRL,
        VOLUME = "34",
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        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124893"}

@article{bb128773,
        AUTHOR = "Prato, M. and Zanni, L.",
        TITLE = "A practical use of regularization for supervised learning with kernel
methods",
        JOURNAL = PRL,
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        YEAR = "2013",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124894"}

@article{bb128774,
        AUTHOR = "Xu, S. and An, X. and Qiao, X.D. and Zhu, L.J. and Li, L.",
        TITLE = "Multi-output least-squares support vector regression machines",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124895"}

@article{bb128775,
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        JOURNAL = PRL,
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@article{bb128776,
        AUTHOR = "Anguita, D. and Ghio, A. and Oneto, L. and Ridella, S.",
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kernel classifiers",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124897"}

@article{bb128777,
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SVM learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124898"}

@article{bb128778,
        AUTHOR = "Jung, H.G. and Kim, G.",
        TITLE = "Support Vector Number Reduction: Survey and Experimental Evaluations",
        JOURNAL = ITS,
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@article{bb128779,
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        TITLE = "Parallel incremental power mean SVM for the classification of
large-scale image datasets",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124900"}

@article{bb128780,
        AUTHOR = "Guo, H.S. and Wang, W.J.",
        TITLE = "An active learning-based SVM multi-class classification model",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124901"}

@article{bb128781,
        AUTHOR = "Carrasco, M. and Lopez, J. and Maldonado, S.",
        TITLE = "A multi-class SVM approach based on the L1-norm minimization of the
distances between the reduced convex hulls",
        JOURNAL = PR,
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@article{bb128782,
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        TITLE = "Machine training and parameter settings with social emotional
optimization algorithm for support vector machine",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124903"}

@article{bb128783,
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        TITLE = "Tuning of the hyperparameters for L2-loss SVMs with the RBF kernel by
the maximum-margin principle and the jackknife technique",
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124904"}

@article{bb128784,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
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        JOURNAL = PRL,
        VOLUME = "68, Part 1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124905"}

@article{bb128785,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Multi-class Support Vector Machine classifiers using intrinsic and
penalty graphs",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124906"}

@article{bb128786,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124907"}

@inproceedings{bb128787,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Prototype-based class-specific nonlinear subspace learning for
large-scale face verification",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
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@inproceedings{bb128788,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Hierarchical class-specific kernel discriminant analysis for face
verification",
        BOOKTITLE = VCIP16,
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@inproceedings{bb128791,
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@inproceedings{bb128792,
        AUTHOR = "Montagner, I.S. and Hirata, N.S.T. and Hirata, R. and Canu, S.",
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@article{bb128793,
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@article{bb128794,
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@article{bb128795,
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@article{bb128797,
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@article{bb128798,
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@article{bb128799,
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