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@inproceedings{bb115101,
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@inproceedings{bb115102,
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        BOOKTITLE = CVPR13,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT111356"}

@inproceedings{bb115103,
        AUTHOR = "Irie, G. and Liu, D. and Li, Z.G. and Chang, S.F.",
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        BOOKTITLE = CVPR13,
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@inproceedings{bb115104,
        AUTHOR = "Lian, X.C. and Li, Z.W. and Lu, B.L. and Zhang, L.",
        TITLE = "Max-Margin Dictionary Learning for Multiclass Image Categorization",
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@inproceedings{bb115105,
        AUTHOR = "Ramirez, I. and Sprechmann, P. and Sapiro, G.",
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incoherence and shared features",
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@inproceedings{bb115106,
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@article{bb115107,
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@article{bb115108,
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@article{bb115109,
        AUTHOR = "Song, Y.Q. and Nie, F.P. and Zhang, C.S.",
        TITLE = "Semi-supervised sub-manifold discriminant analysis",
        JOURNAL = PRL,
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@article{bb115110,
        AUTHOR = "Song, Y.Q. and Nie, F.P. and Zhang, C.S. and Xiang, S.M.",
        TITLE = "A unified framework for semi-supervised dimensionality reduction",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111364"}

@article{bb115111,
        AUTHOR = "Angelini, L. and Marinazzo, D. and Pellicoro, M. and Stramaglia, S.",
        TITLE = "Semi-supervised learning by search of optimal target vector",
        JOURNAL = PRL,
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        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111365"}

@article{bb115112,
        AUTHOR = "Begleiter, R. and El Yaniv, R. and Pechyony, D.",
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        PAGES = "1245-1251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111366"}

@article{bb115113,
        AUTHOR = "Come, E. and Oukhellou, L. and Denoeux, T. and Aknin, P.",
        TITLE = "Learning from partially supervised data using mixture models and belief
functions",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111367"}

@article{bb115114,
        AUTHOR = "Wang, J.D. and Wang, F. and Zhang, C.S. and Shen, H.C. and Quan, L.",
        TITLE = "Linear Neighborhood Propagation and Its Applications",
        JOURNAL = PAMI,
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        YEAR = "2009",
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        MONTH = "September",
        PAGES = "1600-1615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111368"}

@inproceedings{bb115115,
        AUTHOR = "Wang, F. and Zhang, C.S. and Shen, H.C. and Wang, J.D.",
        TITLE = "Semi-Supervised Classification Using Linear Neighborhood Propagation",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 160-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111369"}

@article{bb115116,
        AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K. and Liu, Y.",
        TITLE = "SemiBoost: Boosting for Semi-Supervised Learning",
        JOURNAL = PAMI,
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        YEAR = "2009",
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        MONTH = "November",
        PAGES = "2000-2014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111370"}

@inproceedings{bb115117,
        AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K.",
        TITLE = "Active query selection for semi-supervised clustering",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111371"}

@inproceedings{bb115118,
        AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K.",
        TITLE = "Online visual vocabulary pruning using pairwise constraints",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3073-3080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111372"}

@article{bb115119,
        AUTHOR = "Liu, B. and Wang, M. and Hong, R. and Zha, Z. and Hua, X.S.",
        TITLE = "Joint Learning of Labels and Distance Metric",
        JOURNAL = SMC-B,
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        YEAR = "2010",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "973-978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111373"}

@article{bb115120,
        AUTHOR = "Chen, K. and Wang, S.H.",
        TITLE = "Semi-Supervised Learning via Regularized Boosting Working on Multiple
Semi-Supervised Assumptions",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "129-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111374"}

@article{bb115121,
        AUTHOR = "Chen, X.M. and Liu, W.Q. and Qiu, H.N. and Lai, J.H.",
        TITLE = "APSCAN: A parameter free algorithm for clustering",
        JOURNAL = PRL,
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        YEAR = "2011",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "973-986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111375"}

@inproceedings{bb115122,
        AUTHOR = "Qiu, H.N. and Lai, J.H. and Huang, J. and Chen, Y.",
        TITLE = "Semi-supervised discriminant analysis based on UDP regularization",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111376"}

@article{bb115123,
        AUTHOR = "Adankon, M.M. and Cheriet, M.",
        TITLE = "Help-Training for semi-supervised support vector machines",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2220-2230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111377"}

@inproceedings{bb115124,
        AUTHOR = "Adankon, M.M. and Cheriet, M.",
        TITLE = "Help-training for semi-supervised discriminative classifiers.
Application to SVM",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111378"}

@article{bb115125,
        AUTHOR = "Monaco, J.P. and Madabhushi, A.",
        TITLE = "Weighted Maximum Posterior Marginals for Random Fields Using an
Ensemble of Conditional Densities From Multiple Markov Chain Monte
Carlo Simulations",
        JOURNAL = MedImg,
        VOLUME = "30",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1353-1364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111379"}

@article{bb115126,
        AUTHOR = "Yang, T. and Priebe, C.E.",
        TITLE = "The Effect of Model Misspecification on Semi-Supervised Classification",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2093-2103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111380"}

@article{bb115127,
        AUTHOR = "Jiao, L.C. and Shang, F.H. and Wang, F. and Liu, Y.Y.",
        TITLE = "Fast semi-supervised clustering with enhanced spectral embedding",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4358-4369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111381"}

@article{bb115128,
        AUTHOR = "Chang, C.C. and Chen, H.Y.",
        TITLE = "Semi-supervised clustering with discriminative random fields",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4402-4413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111382"}

@article{bb115129,
        AUTHOR = "Liu, W. and Wang, J. and Chang, S.F.",
        TITLE = "Robust and Scalable Graph-Based Semisupervised Learning",
        JOURNAL = PIEEE,
        VOLUME = "100",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2624-2638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111383"}

@article{bb115130,
        AUTHOR = "Wang, J. and Kumar, S. and Chang, S.F.",
        TITLE = "Semi-Supervised Hashing for Large-Scale Search",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2393-2406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111384"}

@article{bb115131,
        AUTHOR = "Astudillo, C.A. and Oommen, B.J.",
        TITLE = "On achieving semi-supervised pattern recognition by utilizing
tree-based SOMs",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "293-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111385"}

@article{bb115132,
        AUTHOR = "Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.P.",
        TITLE = "Scalable Active Learning for Multiclass Image Classification",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2259-2273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111386"}

@inproceedings{bb115133,
        AUTHOR = "Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.P.",
        TITLE = "Breaking the interactive bottleneck in multi-class classification with
active selection and binary feedback",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2995-3002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111387"}

@inproceedings{bb115134,
        AUTHOR = "Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.P.",
        TITLE = "Multi-class active learning for image classification",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2372-2379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111388"}

@article{bb115135,
        AUTHOR = "Fu, M. and Luo, B. and Kong, M.",
        TITLE = "Semi-supervised manifold learning based on 2-fold weights",
        JOURNAL = IET-CV,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111389"}

@article{bb115136,
        AUTHOR = "Czaja, W. and Ehler, M.",
        TITLE = "Schroedinger Eigenmaps for the Analysis of Biomedical Data",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "5",
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        PAGES = "1274-1280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111390"}

@article{bb115137,
        AUTHOR = "Dopido, I. and Li, J. and Marpu, P.R. and Plaza, A. and Bioucas Dias, J.M. and Benediktsson, J.A.",
        TITLE = "Semisupervised Self-Learning for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "7",
        PAGES = "4032-4044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111391"}

@article{bb115138,
        AUTHOR = "Guo, X. and Huang, X. and Zhang, L. and Zhang, L. and Plaza, A. and Benediktsson, J.A.",
        TITLE = "Support Tensor Machines for Classification of Hyperspectral Remote
Sensing Imagery",
        JOURNAL = GeoRS,
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        NUMBER = "6",
        MONTH = "June",
        PAGES = "3248-3264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111392"}

@article{bb115139,
        AUTHOR = "Wang, C.D. and Lai, J.H. and Suen, C.Y. and Zhu, J.Y.",
        TITLE = "Multi-Exemplar Affinity Propagation",
        JOURNAL = PAMI,
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        YEAR = "2013",
        NUMBER = "9",
        PAGES = "2223-2237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111393"}

@article{bb115140,
        AUTHOR = "Huang, G. and Song, S. and Gupta, J.N.D. and Wu, C.",
        TITLE = "A second order cone programming approach for semi-supervised learning",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "3548-3558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111394"}

@article{bb115141,
        AUTHOR = "Xing, X.L. and Yu, Y. and Jiang, H. and Du, S.",
        TITLE = "A multi-manifold semi-supervised Gaussian mixture model for pattern
classification",
        JOURNAL = PRL,
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        YEAR = "2013",
        NUMBER = "16",
        PAGES = "2118-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111395"}

@article{bb115142,
        AUTHOR = "He, P. and Xu, X.H. and Hu, K. and Chen, L.",
        TITLE = "Semi-supervised clustering via multi-level random walk",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "820-832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111396"}

@article{bb115143,
        AUTHOR = "Schwenker, F. and Trentin, E.",
        TITLE = "Partially supervised learning for pattern recognition",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111397"}

@article{bb115144,
        AUTHOR = "Schwenker, F. and Trentin, E.",
        TITLE = "Pattern classification and clustering: A review of partially
supervised learning approaches",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "4-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111398"}

@article{bb115145,
        AUTHOR = "Lausser, L. and Schmid, F. and Schmid, M. and Kestler, H.A.",
        TITLE = "Unlabeling data can improve classification accuracy",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "15-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111399"}

@article{bb115146,
        AUTHOR = "Zeyl, T.J. and Chau, T.",
        TITLE = "A case study of linear classifiers adapted using imperfect labels
derived from human event-related potentials",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "54-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111400"}

@article{bb115147,
        AUTHOR = "Lai, H.P. and Visani, M. and Boucher, A. and Ogier, J.M.",
        TITLE = "A new interactive semi-supervised clustering model for large image
database indexing",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "94-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111401"}

@article{bb115148,
        AUTHOR = "Lai, H.P. and Visani, M. and Boucher, A. and Ogier, J.M.",
        TITLE = "Towards an interactive index structuring system for content-based image
retrieval in large image databases",
        JOURNAL = ELCVIA,
        VOLUME = "13",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111402"}

@article{bb115149,
        AUTHOR = "Soullard, Y. and Saveski, M. and Artieres, T.",
        TITLE = "Joint semi-supervised learning of Hidden Conditional Random Fields
and Hidden Markov Models",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "161-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111403"}

@article{bb115150,
        AUTHOR = "Castelli, I. and Trentin, E.",
        TITLE = "Combination of supervised and unsupervised learning for training the
activation functions of neural networks",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "178-191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111404"}

@article{bb115151,
        AUTHOR = "Yoshiyama, K. and Sakurai, A.",
        TITLE = "Laplacian minimax probability machine",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "192-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111405"}

@article{bb115152,
        AUTHOR = "Le, T.B. and Kim, S.W.",
        TITLE = "Modified criterion to select useful unlabeled data for improving
semi-supervised support vector machines",
        JOURNAL = PRL,
        VOLUME = "60-61",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "48-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111406"}

@article{bb115153,
        AUTHOR = "Alkama, S. and Desquesnes, X. and El Moataz, A.",
        TITLE = "Infinity Laplacian on graphs with gradient terms for image and data
clustering",
        JOURNAL = PRL,
        VOLUME = "41",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "65-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111407"}

@article{bb115154,
        AUTHOR = "Biswas, A. and Jacobs, D.W.",
        TITLE = "Active Image Clustering with Pairwise Constraints from Humans",
        JOURNAL = IJCV,
        VOLUME = "108",
        YEAR = "2014",
        NUMBER = "1-2",
        MONTH = "May",
        PAGES = "133-147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111408"}

@inproceedings{bb115155,
        AUTHOR = "Biswas, A. and Jacobs, D.W.",
        TITLE = "Active image clustering:
Seeking constraints from humans to complement algorithms",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2152-2159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111409"}

@article{bb115156,
        AUTHOR = "Biswas, A. and Jacobs, D.W.",
        TITLE = "Active subclustering",
        JOURNAL = CVIU,
        VOLUME = "125",
        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111410"}

@article{bb115157,
        AUTHOR = "Wang, H. and Li, T. and Li, T. and Yang, Y.",
        TITLE = "Constraint Neighborhood Projections for Semi-Supervised Clustering",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "636-643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111411"}

@article{bb115158,
        AUTHOR = "Xu, J. and Wu, Q. and Zhang, J. and Shen, F. and Tang, Z.",
        TITLE = "Boosting Separability in Semisupervised Learning for Object
Classification",
        JOURNAL = CirSysVideo,
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        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1197-1208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111412"}

@article{bb115159,
        AUTHOR = "Zhu, X.B. and Schleif, F.M. and Hammer, B.",
        TITLE = "Adaptive conformal semi-supervised vector quantization for
dissimilarity data",
        JOURNAL = PRL,
        VOLUME = "49",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "138-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111413"}

@inproceedings{bb115160,
        AUTHOR = "Schleif, F.M. and Zhu, X.B. and Gisbrecht, A. and Hammer, B.",
        TITLE = "Fast approximated relational and kernel clustering",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1229-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111414"}

@article{bb115161,
        AUTHOR = "Schleif, F.M. and Tino, P.",
        TITLE = "Indefinite Core Vector Machine",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "187-195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111415"}

@article{bb115162,
        AUTHOR = "Schleif, F.M. and Raab, C. and Tino, P.",
        TITLE = "Sparsification of core set models in non-metric supervised learning",
        JOURNAL = PRL,
        VOLUME = "129",
        YEAR = "2020",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111416"}

@article{bb115163,
        AUTHOR = "Jiang, Y. and Liu, J. and Li, Z.C. and Lu, H.Q.",
        TITLE = "Semi-supervised Unified Latent Factor learning with multi-view data",
        JOURNAL = MVA,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1635-1645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111417"}

@article{bb115164,
        AUTHOR = "Wang, S.J. and Li, D. and Petrick, N. and Sahiner, B. and Linguraru, M.G. and Summers, R.M.",
        TITLE = "Optimizing area under the ROC curve using semi-supervised learning",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "276-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111418"}

@article{bb115165,
        AUTHOR = "Tan, K. and Li, E. and Du, Q. and Du, P.J.",
        TITLE = "An efficient semi-supervised classification approach for
hyperspectral imagery",
        JOURNAL = PandRS,
        VOLUME = "97",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "36-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111419"}

@article{bb115166,
        AUTHOR = "Tan, K. and Hu, J. and Li, J. and Du, P.J.",
        TITLE = "A novel semi-supervised hyperspectral image classification approach
based on spatial neighborhood information and classifier combination",
        JOURNAL = PandRS,
        VOLUME = "105",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "19-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111420"}

@article{bb115167,
        AUTHOR = "He, Z. and Liu, L. and Zhou, S. and Shen, Y.",
        TITLE = "Learning Group-Based Sparse and Low-Rank Representation for
Hyperspectral Image Classification",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "1041-1056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111421"}

@article{bb115168,
        AUTHOR = "He, Z. and Li, J. and Liu, L.",
        TITLE = "Tensor Block-Sparsity Based Representation for Spectral-Spatial
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "8",
        PAGES = "636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111422"}

@article{bb115169,
        AUTHOR = "Lu, Z.W. and Wang, L.W.",
        TITLE = "Noise-robust semi-supervised learning via fast sparse coding",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "2",
        PAGES = "605-612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111423"}

@article{bb115170,
        AUTHOR = "Li, Y.F. and Zhou, Z.H.",
        TITLE = "Towards Making Unlabeled Data Never Hurt",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "175-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111424"}

@article{bb115171,
        AUTHOR = "Ye, Y.D. and Liu, R. and Lou, Z.Z.",
        TITLE = "Incorporating side information into multivariate Information
Bottleneck for generating alternative clusterings",
        JOURNAL = PRL,
        VOLUME = "51",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "70-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111425"}

@article{bb115172,
        AUTHOR = "Shen, F.M. and Shen, C.H. and Shi, Q.F. and van den Hengel, A.J. and Tang, Z.M. and Shen, H.T.",
        TITLE = "Hashing on Nonlinear Manifolds",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1839-1851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111426"}

@inproceedings{bb115173,
        AUTHOR = "Shen, F.M. and Shen, C.H. and Shi, Q.F. and van den Hengel, A.J. and Tang, Z.M.",
        TITLE = "Inductive Hashing on Manifolds",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1562-1569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111427"}

@inproceedings{bb115174,
        AUTHOR = "Shen, F.M. and Shen, C.H. and Liu, W. and Shen, H.T.",
        TITLE = "Supervised Discrete Hashing",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "37-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111428"}

@article{bb115175,
        AUTHOR = "Liu, X. and Guo, T. and He, L. and Yang, X.",
        TITLE = "A Low-Rank Approximation-Based Transductive Support Tensor Machine
for Semisupervised Classification",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1825-1838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111429"}

@article{bb115176,
        AUTHOR = "Zhao, M.B. and Zhan, C.J. and Wu, Z. and Tang, P.",
        TITLE = "Semi-Supervised Image Classification Based on Local and Global
Regression",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1666-1670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111430"}

@article{bb115177,
        AUTHOR = "Wang, D. and Zhang, X.Q. and Fan, M.Y. and Ye, X.Z.",
        TITLE = "An Efficient Semi-Supervised Classifier Based on Block-Polynomial
Mapping",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1776-1780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111431"}

@article{bb115178,
        AUTHOR = "Hong, Y. and Zhu, W.P.",
        TITLE = "Spatial co-training for semi-supervised image classification",
        JOURNAL = PRL,
        VOLUME = "63",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "59-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111432"}

@article{bb115179,
        AUTHOR = "Cheng, Y.H. and Zhao, X. and Huang, K.Q. and Tan, T.N.",
        TITLE = "Semi-supervised learning and feature evaluation for RGB-D object
recognition",
        JOURNAL = CVIU,
        VOLUME = "139",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "149-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111433"}

@inproceedings{bb115180,
        AUTHOR = "Cheng, Y.H. and Zhao, X. and Huang, K.Q. and Tan, T.N.",
        TITLE = "Semi-supervised Learning for RGB-D Object Recognition",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2377-2382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111434"}

@inproceedings{bb115181,
        AUTHOR = "Wang, D. and Yin, Q. and He, R. and Wang, L. and Tan, T.N.",
        TITLE = "Semi-supervised subspace segmentation",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2854-2858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111435"}

@article{bb115182,
        AUTHOR = "Lu, X.Q. and Li, X.L. and Mou, L.C.",
        TITLE = "Semi-Supervised Multitask Learning for Scene Recognition",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1967-1976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111436"}

@article{bb115183,
        AUTHOR = "Zhuang, L.S. and Gao, S.H. and Tang, J.H. and Wang, J.J. and Lin, Z.C. and Ma, Y. and Yu, N.H.",
        TITLE = "Constructing a Nonnegative Low-Rank and Sparse Graph With
Data-Adaptive Features",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3717-3728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111437"}

@inproceedings{bb115184,
        AUTHOR = "Zhuang, L.S. and Gao, H.Y. and Lin, Z.C. and Ma, Y. and Zhang, X. and Yu, N.H.",
        TITLE = "Non-Negative Low Rank and Sparse Graph for Semi-Supervised Learning",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2328-2335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111438"}

@inproceedings{bb115185,
        AUTHOR = "Zhuang, L.S. and Gao, H.Y. and Huang, J.J. and Yu, N.H.",
        TITLE = "Semi-supervised Classification via Low Rank Graph",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "511-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111439"}

@article{bb115186,
        AUTHOR = "Yang, Y. and Liu, X.C.",
        TITLE = "A robust semi-supervised learning approach via mixture of label
information",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "15-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111440"}

@article{bb115187,
        AUTHOR = "Hernandez Gonzalez, J. and Inza, I. and Lozano, J.A.",
        TITLE = "Weak supervision and other non-standard classification problems:
A taxonomy",
        JOURNAL = PRL,
        VOLUME = "69",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "49-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111441"}

@article{bb115188,
        AUTHOR = "Loog, M.",
        TITLE = "Contrastive Pessimistic Likelihood Estimation for Semi-Supervised
Classification",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "462-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111442"}

@article{bb115189,
        AUTHOR = "Gan, H.T. and Luo, Z.Z. and Fan, Y.L. and Sang, N.",
        TITLE = "Enhanced manifold regularization for semi-supervised classification",
        JOURNAL = JOSA-A,
        VOLUME = "33",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1207-1213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111443"}

@article{bb115190,
        AUTHOR = "Zhao, Z.Q. and Jiao, L.C. and Liu, F. and Zhao, J.Q. and Chen, P.H.",
        TITLE = "Semisupervised Discriminant Feature Learning for SAR Image Category
via Sparse Ensemble",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3532-3547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111444"}

@article{bb115191,
        AUTHOR = "Amorim, W.P. and Falcao, A.X. and Papa, J.P. and Carvalho, M.H.",
        TITLE = "Improving semi-supervised learning through optimum connectivity",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "72-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111445"}

@article{bb115192,
        AUTHOR = "Yu, H.B. and Lu, H.T.",
        TITLE = "Orthogonal optimal reverse prediction for semi-supervised learning",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "908-920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111446"}

@article{bb115193,
        AUTHOR = "Song, J.K. and Gao, L.L. and Nie, F.P. and Shen, H.T. and Yan, Y. and Sebe, N.",
        TITLE = "Optimized Graph Learning Using Partial Tags and Multiple Features for
Image and Video Annotation",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4999-5011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111447"}

@inproceedings{bb115194,
        AUTHOR = "Gao, L.L. and Song, J.K. and Nie, F.P. and Sebe, N. and Shen, H.T. and Yan, Y.",
        TITLE = "Optimal graph learning with partial tags and multiple features for
image and video annotation",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4371-4379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111448"}

@article{bb115195,
        AUTHOR = "Song, J.K. and Gao, L.L. and Zou, F. and Yan, Y. and Sebe, N.",
        TITLE = "Deep and fast: Deep learning hashing with semi-supervised graph
construction",
        JOURNAL = IVC,
        VOLUME = "55, Part 2",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "101-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111449"}

@article{bb115196,
        AUTHOR = "Tan, K. and Zhu, J. and Du, Q. and Wu, L.X. and Du, P.J.",
        TITLE = "A Novel Tri-Training Technique for Semi-Supervised Classification of
Hyperspectral Images Based on Diversity Measurement",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "9",
        PAGES = "749",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111450"}

@article{bb115197,
        AUTHOR = "Zhao, Z. and Qi, W. and Han, J. and Zhang, Y. and Bai, L.F.",
        TITLE = "Semi-supervised classification via discriminative sparse manifold
regularization",
        JOURNAL = SP:IC,
        VOLUME = "47",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "207-217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111451"}

@article{bb115198,
        AUTHOR = "Zhao, Z. and Bai, L. and Zhang, Y. and Han, J.",
        TITLE = "Classification via semi-supervised multi-random subspace sparse
representation",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1387-1394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111452"}

@article{bb115199,
        AUTHOR = "Samat, A. and Gamba, P. and Liu, S.C. and Du, P.J. and Abuduwaili, J.",
        TITLE = "Jointly Informative and Manifold Structure Representative Sampling
Based Active Learning for Remote Sensing Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6803-6817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT111453"}

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