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Sensing Images",
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@article{bb100301,
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        AUTHOR = "Ghoggali, N. and Melgani, F. and Bazi, Y.",
        TITLE = "A Multiobjective Genetic SVM Approach for Classification Problems With
Limited Training Samples",
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@article{bb100303,
        AUTHOR = "Ghoggali, N. and Melgani, F.",
        TITLE = "Automatic Ground-Truth Validation With Genetic Algorithms for
Multispectral Image Classification",
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@article{bb100304,
        AUTHOR = "Paoli, A. and Melgani, F. and Pasolli, E.",
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Swarm Optimization",
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@inproceedings{bb100306,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "Indoor Place Recognition using Online Independent Support Vector
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@inproceedings{bb100307,
        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",
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        YEAR = "2010",
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@inproceedings{bb100308,
        AUTHOR = "Orabona, F. and Jie, L. and Caputo, B.",
        TITLE = "Online-batch strongly convex Multi Kernel Learning",
        BOOKTITLE = CVPR10,
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@inproceedings{bb100309,
        AUTHOR = "Jie, L. and Orabona, F. and Caputo, B.",
        TITLE = "An Online Framework for Learning Novel Concepts over Multiple Cues",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
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@article{bb100310,
        AUTHOR = "Tommasi, T. and Orabona, F. and Caputo, B.",
        TITLE = "Learning Categories From Few Examples With Multi Model Knowledge
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@inproceedings{bb100311,
        AUTHOR = "Tommasi, T. and Orabona, F. and Caputo, B.",
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Learning categories from few examples with multi model knowledge transfer",
        BOOKTITLE = CVPR10,
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@inproceedings{bb100312,
        AUTHOR = "Tommasi, T. and Caputo, B.",
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one-shot learning of object categories",
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@article{bb100313,
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        AUTHOR = "Tommasi, T. and Orabona, F. and Kaboli, M. and Caputo, B.",
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categories",
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@inproceedings{bb100315,
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@article{bb100316,
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@article{bb100317,
        AUTHOR = "Bellala, G. and Stanley, J. and Bhavnani, S.K. and Scott, C.D.",
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@article{bb100318,
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        TITLE = "L(2) Kernel Classification",
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@article{bb100319,
        AUTHOR = "Maulik, U. and Chakraborty, D.",
        TITLE = "A self-trained ensemble with semisupervised SVM:
An application to pixel classification of remote sensing imagery",
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@article{bb100320,
        AUTHOR = "Maulik, U. and Chakraborty, D.",
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of remote sensing imagery",
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@article{bb100321,
        AUTHOR = "Airola, A. and Pahikkala, T. and Salakoski, T.",
        TITLE = "Training linear ranking SVMs in linearithmic time using red-black trees",
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@inproceedings{bb100322,
        AUTHOR = "Heimonen, J.H. and Salakoski, T. and Pahikkala, T.",
        TITLE = "Properties of Object-Level Cross-Validation Schemes for Symmetric
Pair-Input Data",
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        YEAR = "2014",
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@article{bb100323,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96858"}

@book{bb100324,
        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",
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@article{bb100325,
        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
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@article{bb100326,
        AUTHOR = "Prato, M. and Zanni, L.",
        TITLE = "A practical use of regularization for supervised learning with kernel
methods",
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@article{bb100327,
        AUTHOR = "Xu, S. and An, X. and Qiao, X.D. and Zhu, L.J. and Li, L.",
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@article{bb100328,
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        TITLE = "A bagging SVM to learn from positive and unlabeled examples",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96862"}

@article{bb100329,
        AUTHOR = "Anguita, D. and Ghio, A. and Oneto, L. and Ridella, S.",
        TITLE = "Unlabeled patterns to tighten Rademacher complexity error bounds for
kernel classifiers",
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@article{bb100330,
        AUTHOR = "Singla, A. and Patra, S. and Bruzzone, L.",
        TITLE = "A novel classification technique based on progressive transductive
SVM learning",
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@article{bb100331,
        AUTHOR = "Jung, H.G. and Kim, G.",
        TITLE = "Support Vector Number Reduction: Survey and Experimental Evaluations",
        JOURNAL = ITS,
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        YEAR = "2014",
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@article{bb100332,
        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,
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        NUMBER = "2",
        MONTH = "June",
        PAGES = "89-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96866"}

@article{bb100333,
        AUTHOR = "Guo, H.S. and Wang, W.J.",
        TITLE = "An active learning-based SVM multi-class classification model",
        JOURNAL = PR,
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96867"}

@article{bb100334,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96868"}

@article{bb100335,
        AUTHOR = "Zhang, Y.Q. and Zhang, P.L.",
        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#TT96869"}

@article{bb100336,
        AUTHOR = "Chang, C.C. and Chou, S.H.",
        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#TT96870"}

@article{bb100337,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "On the kernel Extreme Learning Machine speedup",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
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@article{bb100338,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Multi-class Support Vector Machine classifiers using intrinsic and
penalty graphs",
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@article{bb100339,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Nyström-based approximate kernel subspace learning",
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@inproceedings{bb100340,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96874"}

@inproceedings{bb100341,
        AUTHOR = "Iosifidis, A. and Gabbouj, M.",
        TITLE = "Hierarchical class-specific kernel discriminant analysis for face
verification",
        BOOKTITLE = VCIP16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96875"}

@article{bb100342,
        AUTHOR = "Vural, E. and Guillemot, C.",
        TITLE = "Out-of-Sample Generalizations for Supervised Manifold Learning for
Classification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96876"}

@article{bb100343,
        AUTHOR = "Loosli, G. and Canu, S. and Ong, C.S.",
        TITLE = "Learning SVM in Krein Spaces",
        JOURNAL = PAMI,
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@inproceedings{bb100344,
        AUTHOR = "Canu, S.",
        TITLE = "Recent Advances in Kernel Machines",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
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@inproceedings{bb100345,
        AUTHOR = "Montagner, I.S. and Hirata, N.S.T. and Hirata, R. and Canu, S.",
        TITLE = "NILC: A two level learning algorithm with operator selection",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1873-1877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96879"}

@article{bb100346,
        AUTHOR = "Moraes, D. and Wainer, J. and Rocha, A.",
        TITLE = "Low false positive learning with support vector machines",
        JOURNAL = JVCIR,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96880"}

@article{bb100347,
        AUTHOR = "Zhang, Y.S. and Wu, J. and Cai, Z.H. and Zhang, P. and Chen, L.",
        TITLE = "Memetic Extreme Learning Machine",
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        NUMBER = "1",
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@article{bb100348,
        AUTHOR = "Houthooft, R. and de Turck, F.",
        TITLE = "Integrated inference and learning of neural factors in structural
support vector machines",
        JOURNAL = PR,
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        YEAR = "2016",
        NUMBER = "1",
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@article{bb100349,
        AUTHOR = "Zhu, F. and Yang, J. and Gao, J.B. and Xu, C.Y.",
        TITLE = "Extended nearest neighbor chain induced instance-weights for SVMs",
        JOURNAL = PR,
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        NUMBER = "1",
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@article{bb100350,
        AUTHOR = "Zhang, G.Q. and Sun, H.J. and Ji, Z.X. and Xia, G.Y. and Feng, L. and Sun, Q.S.",
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        YEAR = "2016",
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@article{bb100351,
        AUTHOR = "Fan, Q. and Wang, Z. and Zha, H.Y. and Gao, D.",
        TITLE = "MREKLM: A fast multiple empirical kernel learning machine",
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@article{bb100352,
        AUTHOR = "Dong, A. and Chung, F.l. and Deng, Z. and Wang, S.",
        TITLE = "Semi-Supervised SVM With Extended Hidden Features",
        JOURNAL = Cyber,
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        NUMBER = "12",
        MONTH = "December",
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@article{bb100353,
        AUTHOR = "Jung, H.G.",
        TITLE = "Support vector number reduction by extending iterative preimage
addition using genetic algorithm-based preimage estimation",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96887"}

@article{bb100354,
        AUTHOR = "Jung, H.G.",
        TITLE = "Analysis of reduced-set construction using image reconstruction from a
HOG feature vector",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "December",
        PAGES = "725-732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96888"}

@article{bb100355,
        AUTHOR = "Morales, R.D. and Vazquez, A.N.",
        TITLE = "Improving the efficiency of IRWLS SVMs using parallel Cholesky
factorization",
        JOURNAL = PRL,
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        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT96889"}

@article{bb100356,
        AUTHOR = "Duarte, E. and Wainer, J.",
        TITLE = "Empirical comparison of cross-validation and internal metrics for
tuning SVM hyperparameters",
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        NUMBER = "1",
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@article{bb100357,
        AUTHOR = "Chu, D. and Zhang, C.S. and Tao, Q.",
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linear SVM",
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@article{bb100358,
        AUTHOR = "Ding, S. and Zhang, X. and An, Y. and Xue, Y.",
        TITLE = "Weighted linear loss multiple birth support vector machine based on
information granulation for multi-class classification",
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        NUMBER = "1",
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@article{bb100359,
        AUTHOR = "Du, M.J. and Ding, S. and Xue, Y.",
        TITLE = "A novel density peaks clustering algorithm for mixed data",
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@inproceedings{bb100363,
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@article{bb100366,
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@article{bb100367,
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@article{bb100368,
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support vector machine",
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@article{bb100369,
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@article{bb100371,
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@article{bb100373,
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@article{bb100374,
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@article{bb100375,
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@article{bb100376,
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@inproceedings{bb100377,
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@inproceedings{bb100378,
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@inproceedings{bb100381,
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Last update:Nov 12, 2018 at 11:26:54