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@article{bb105857,
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@article{bb105858,
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@article{bb105859,
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@article{bb105860,
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@article{bb105861,
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@article{bb105862,
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@article{bb105863,
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@article{bb105864,
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@article{bb105865,
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@article{bb105866,
        AUTHOR = "Ghoggali, N. and Melgani, F. and Bazi, Y.",
        TITLE = "A Multiobjective Genetic SVM Approach for Classification Problems With
Limited Training Samples",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1707-1718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102289"}

@article{bb105867,
        AUTHOR = "Ghoggali, N. and Melgani, F.",
        TITLE = "Automatic Ground-Truth Validation With Genetic Algorithms for
Multispectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2172-2181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102290"}

@article{bb105868,
        AUTHOR = "Paoli, A. and Melgani, F. and Pasolli, E.",
        TITLE = "Clustering of Hyperspectral Images Based on Multiobjective Particle
Swarm Optimization",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4175-4188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102291"}

@article{bb105869,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "On-line independent support vector machines",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1402-1412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102292"}

@inproceedings{bb105870,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "Indoor Place Recognition using Online Independent Support Vector
Machines",
        BOOKTITLE = BMVC07,
        YEAR = "2007",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102293"}

@inproceedings{bb105871,
        AUTHOR = "Jie, L. and Orabona, F. and Fornoni, M. and Caputo, B. and Cesa Bianchi, N.",
        TITLE = "OM-2: An online multi-class Multi-Kernel Learning algorithm",
        BOOKTITLE = OLCV10,
        YEAR = "2010",
        PAGES = "43-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102294"}

@inproceedings{bb105872,
        AUTHOR = "Orabona, F. and Jie, L. and Caputo, B.",
        TITLE = "Online-batch strongly convex Multi Kernel Learning",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "787-794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102295"}

@inproceedings{bb105873,
        AUTHOR = "Jie, L. and Orabona, F. and Caputo, B.",
        TITLE = "An Online Framework for Learning Novel Concepts over Multiple Cues",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "I: 269-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102296"}

@article{bb105874,
        AUTHOR = "Tommasi, T. and Orabona, F. and Caputo, B.",
        TITLE = "Learning Categories From Few Examples With Multi Model Knowledge
Transfer",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "928-941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102297"}

@inproceedings{bb105875,
        AUTHOR = "Tommasi, T. and Orabona, F. and Caputo, B.",
        TITLE = "Safety in numbers:
Learning categories from few examples with multi model knowledge transfer",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3081-3088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102298"}

@inproceedings{bb105876,
        AUTHOR = "Tommasi, T. and Caputo, B.",
        TITLE = "The more you know, the less you learn: from knowledge transfer to
one-shot learning of object categories",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102299"}

@article{bb105877,
        AUTHOR = "Kuzborskij, I. and Orabona, F. and Caputo, B.",
        TITLE = "Scalable greedy algorithms for transfer learning",
        JOURNAL = CVIU,
        VOLUME = "156",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "174-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102300"}

@inproceedings{bb105878,
        AUTHOR = "Tommasi, T. and Orabona, F. and Kaboli, M. and Caputo, B.",
        TITLE = "Leveraging over prior knowledge for online learning of visual
categories",
        BOOKTITLE = BMVC12,
        YEAR = "2012",
        PAGES = "87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102301"}

@inproceedings{bb105879,
        AUTHOR = "Jie, L. and Tommasi, T. and Caputo, B.",
        TITLE = "Multiclass transfer learning from unconstrained priors",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "1863-1870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102302"}

@article{bb105880,
        AUTHOR = "Davenport, M.A. and Baraniuk, R.G. and Scott, C.D.",
        TITLE = "Tuning Support Vector Machines for Minimax and Neyman-Pearson
Classification",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1888-1898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102303"}

@article{bb105881,
        AUTHOR = "Bellala, G. and Stanley, J. and Bhavnani, S.K. and Scott, C.D.",
        TITLE = "A Rank-Based Approach to Active Diagnosis",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "9",
        PAGES = "2078-2090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102304"}

@article{bb105882,
        AUTHOR = "Kim, J.S. and Scott, C.D.",
        TITLE = "L(2) Kernel Classification",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1822-1831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102305"}

@article{bb105883,
        AUTHOR = "Maulik, U. and Chakraborty, D.",
        TITLE = "A self-trained ensemble with semisupervised SVM:
An application to pixel classification of remote sensing imagery",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "615-623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102306"}

@article{bb105884,
        AUTHOR = "Maulik, U. and Chakraborty, D.",
        TITLE = "Learning with transductive SVM for semisupervised pixel classification
of remote sensing imagery",
        JOURNAL = PandRS,
        VOLUME = "77",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "66-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102307"}

@article{bb105885,
        AUTHOR = "Airola, A. and Pahikkala, T. and Salakoski, T.",
        TITLE = "Training linear ranking SVMs in linearithmic time using red-black trees",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1328-1336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102308"}

@inproceedings{bb105886,
        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",
        PAGES = "384-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102309"}

@article{bb105887,
        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,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "439-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102310"}

@book{bb105888,
        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#TT102310"}

@article{bb105889,
        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",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102311"}

@article{bb105890,
        AUTHOR = "Prato, M. and Zanni, L.",
        TITLE = "A practical use of regularization for supervised learning with kernel
methods",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "610-618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102312"}

@article{bb105891,
        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",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1078-1084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102313"}

@article{bb105892,
        AUTHOR = "Mordelet, F. and Vert, J.P.",
        TITLE = "A bagging SVM to learn from positive and unlabeled examples",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "201-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102314"}

@article{bb105893,
        AUTHOR = "Anguita, D. and Ghio, A. and Oneto, L. and Ridella, S.",
        TITLE = "Unlabeled patterns to tighten Rademacher complexity error bounds for
kernel classifiers",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "210-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102315"}

@article{bb105894,
        AUTHOR = "Singla, A. and Patra, S. and Bruzzone, L.",
        TITLE = "A novel classification technique based on progressive transductive
SVM learning",
        JOURNAL = PRL,
        VOLUME = "42",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "101-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102316"}

@article{bb105895,
        AUTHOR = "Jung, H.G. and Kim, G.",
        TITLE = "Support Vector Number Reduction: Survey and Experimental Evaluations",
        JOURNAL = ITS,
        VOLUME = "15",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "463-476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102317"}

@article{bb105896,
        AUTHOR = "Doan, T.N. and Do, T.N. and Poulet, F.",
        TITLE = "Parallel incremental power mean SVM for the classification of
large-scale image datasets",
        JOURNAL = MultInfoRetr,
        VOLUME = "3",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "89-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102318"}

@article{bb105897,
        AUTHOR = "Guo, H.S. and Wang, W.J.",
        TITLE = "An active learning-based SVM multi-class classification model",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1577-1597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102319"}

@article{bb105898,
        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,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1598-1607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102320"}

@article{bb105899,
        AUTHOR = "Zhang, Y.Q. and Zhang, P.L.",
        TITLE = "Machine training and parameter settings with social emotional
optimization algorithm for support vector machine",
        JOURNAL = PRL,
        VOLUME = "54",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "36-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT102321"}

Last update:Dec 23, 2019 at 15:47:08