@article{bb102400,
        AUTHOR = "Ng, M.K. and Chan, E.Y. and So, M.M.C. and Ching, W.K.",
        TITLE = "A semi-supervised regression model for mixed numerical and categorical
variables",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98842"}

@article{bb102401,
        AUTHOR = "Song, Y.Q. and Nie, F.P. and Zhang, C.S.",
        TITLE = "Semi-supervised sub-manifold discriminant analysis",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1806-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98843"}

@article{bb102402,
        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",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2789-2799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98844"}

@article{bb102403,
        AUTHOR = "Angelini, L. and Marinazzo, D. and Pellicoro, M. and Stramaglia, S.",
        TITLE = "Semi-supervised learning by search of optimal target vector",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "34-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98845"}

@article{bb102404,
        AUTHOR = "Begleiter, R. and El Yaniv, R. and Pechyony, D.",
        TITLE = "Repairing self-confident active-transductive learners using systematic
exploration",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1245-1251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98846"}

@article{bb102405,
        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,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "334-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98847"}

@article{bb102406,
        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,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1600-1615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98848"}

@inproceedings{bb102407,
        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#TT98849"}

@article{bb102408,
        AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K. and Liu, Y.",
        TITLE = "SemiBoost: Boosting for Semi-Supervised Learning",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2000-2014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98850"}

@inproceedings{bb102409,
        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#TT98851"}

@inproceedings{bb102410,
        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#TT98852"}

@article{bb102411,
        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,
        VOLUME = "40",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "973-978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98853"}

@article{bb102412,
        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#TT98854"}

@article{bb102413,
        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,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "973-986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98855"}

@inproceedings{bb102414,
        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#TT98856"}

@article{bb102415,
        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#TT98857"}

@inproceedings{bb102416,
        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#TT98858"}

@article{bb102417,
        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#TT98859"}

@article{bb102418,
        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#TT98860"}

@article{bb102419,
        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#TT98861"}

@article{bb102420,
        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#TT98862"}

@article{bb102421,
        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#TT98863"}

@article{bb102422,
        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#TT98864"}

@article{bb102423,
        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#TT98865"}

@article{bb102424,
        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#TT98866"}

@inproceedings{bb102425,
        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#TT98867"}

@inproceedings{bb102426,
        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#TT98868"}

@article{bb102427,
        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",
        PAGES = "348-354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98869"}

@article{bb102428,
        AUTHOR = "Czaja, W. and Ehler, M.",
        TITLE = "Schroedinger Eigenmaps for the Analysis of Biomedical Data",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1274-1280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98870"}

@article{bb102429,
        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#TT98871"}

@article{bb102430,
        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,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3248-3264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98872"}

@article{bb102431,
        AUTHOR = "Wang, C.D. and Lai, J.H. and Suen, C.Y. and Zhu, J.Y.",
        TITLE = "Multi-Exemplar Affinity Propagation",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "9",
        PAGES = "2223-2237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98873"}

@article{bb102432,
        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#TT98874"}

@article{bb102433,
        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,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "16",
        PAGES = "2118-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98875"}

@article{bb102434,
        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#TT98876"}

@article{bb102435,
        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#TT98877"}

@article{bb102436,
        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#TT98878"}

@article{bb102437,
        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#TT98879"}

@article{bb102438,
        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#TT98880"}

@article{bb102439,
        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#TT98881"}

@article{bb102440,
        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#TT98882"}

@article{bb102441,
        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#TT98883"}

@article{bb102442,
        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#TT98884"}

@article{bb102443,
        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#TT98885"}

@article{bb102444,
        AUTHOR = "Le, T.B. and Kim, S.W.",
        TITLE = "On incrementally using a small portion of strong unlabeled data for
semi-supervised learning algorithms",
        JOURNAL = PRL,
        VOLUME = "41",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "53-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98886"}

@article{bb102445,
        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#TT98887"}

@article{bb102446,
        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#TT98888"}

@article{bb102447,
        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#TT98889"}

@inproceedings{bb102448,
        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#TT98890"}

@article{bb102449,
        AUTHOR = "Biswas, A. and Jacobs, D.W.",
        TITLE = "Active subclustering",
        JOURNAL = CVIU,
        VOLUME = "125",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "72-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98891"}

@article{bb102450,
        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#TT98892"}

@article{bb102451,
        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,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1197-1208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98893"}

@article{bb102452,
        AUTHOR = "Daneshpazhouh, A. and Sami, A.",
        TITLE = "Entropy-based outlier detection using semi-supervised approach with
few positive examples",
        JOURNAL = PRL,
        VOLUME = "49",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "77-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98894"}

@article{bb102453,
        AUTHOR = "Zhu, X. and Schleif, F.M. and Hammer, B.",
        TITLE = "Adaptive conformal semi-supervised vector quantization for
dissimilarity data",
        JOURNAL = PRL,
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        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98895"}

@inproceedings{bb102454,
        AUTHOR = "Schleif, F.M. and Zhu, X. 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#TT98896"}

@article{bb102455,
        AUTHOR = "Schleif, F.M. and Tino, P.",
        TITLE = "Indefinite Core Vector Machine",
        JOURNAL = PR,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98897"}

@article{bb102456,
        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#TT98898"}

@article{bb102457,
        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,
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hyperspectral imagery",
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@article{bb102459,
        AUTHOR = "Tan, K. and Hu, J. and Li, J. and Du, P.J.",
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based on spatial neighborhood information and classifier combination",
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@article{bb102460,
        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",
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@article{bb102461,
        AUTHOR = "He, Z. and Li, J. and Liu, L.",
        TITLE = "Tensor Block-Sparsity Based Representation for Spectral-Spatial
Hyperspectral Image Classification",
        JOURNAL = RS,
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@article{bb102462,
        AUTHOR = "Wang, L. and Hao, S.Y. and Wang, Q.M. and Wang, Y.",
        TITLE = "Semi-supervised classification for hyperspectral imagery based on
spatial-spectral Label Propagation",
        JOURNAL = PandRS,
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        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98904"}

@article{bb102463,
        AUTHOR = "Lu, Z.W. and Wang, L.W.",
        TITLE = "Noise-robust semi-supervised learning via fast sparse coding",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98905"}

@article{bb102464,
        AUTHOR = "Li, Y.F. and Zhou, Z.H.",
        TITLE = "Towards Making Unlabeled Data Never Hurt",
        JOURNAL = PAMI,
        VOLUME = "37",
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        PAGES = "175-188",
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@article{bb102465,
        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,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98907"}

@article{bb102466,
        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",
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        NUMBER = "6",
        MONTH = "June",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98908"}

@inproceedings{bb102467,
        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#TT98909"}

@inproceedings{bb102468,
        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#TT98910"}

@article{bb102469,
        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#TT98911"}

@article{bb102470,
        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#TT98912"}

@article{bb102471,
        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",
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        MONTH = "October",
        PAGES = "1776-1780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98913"}

@article{bb102472,
        AUTHOR = "Hong, Y. and Zhu, W.P.",
        TITLE = "Spatial co-training for semi-supervised image classification",
        JOURNAL = PRL,
        VOLUME = "63",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98914"}

@article{bb102473,
        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,
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        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98915"}

@inproceedings{bb102474,
        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#TT98916"}

@inproceedings{bb102475,
        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#TT98917"}

@article{bb102476,
        AUTHOR = "Lu, X.Q. and Li, X.L. and Mou, L.C.",
        TITLE = "Semi-Supervised Multitask Learning for Scene Recognition",
        JOURNAL = Cyber,
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        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98918"}

@article{bb102477,
        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.",
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Data-Adaptive Features",
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "3717-3728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98919"}

@inproceedings{bb102478,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98920"}

@inproceedings{bb102479,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98921"}

@article{bb102480,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98922"}

@article{bb102481,
        AUTHOR = "Hernandez Gonzalez, J. and Inza, I. and Lozano, J.A.",
        TITLE = "Weak supervision and other non-standard classification problems:
A taxonomy",
        JOURNAL = PRL,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98923"}

@article{bb102482,
        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#TT98924"}

@article{bb102483,
        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#TT98925"}

@article{bb102484,
        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,
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        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3532-3547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98926"}

@article{bb102485,
        AUTHOR = "Yao, X. and Han, J. and Cheng, G. and Qian, X. and Guo, L.",
        TITLE = "Semantic Annotation of High-Resolution Satellite Images via Weakly
Supervised Learning",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3660-3671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98927"}

@article{bb102486,
        AUTHOR = "Cheng, G. and Yang, C. and Yao, X. and Guo, L. and Han, J.",
        TITLE = "When Deep Learning Meets Metric Learning: Remote Sensing Image Scene
Classification via Learning Discriminative CNNs",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2811-2821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98928"}

@article{bb102487,
        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,
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        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98929"}

@article{bb102488,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98930"}

@article{bb102489,
        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,
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "4999-5011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98931"}

@inproceedings{bb102490,
        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#TT98932"}

@article{bb102491,
        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#TT98933"}

@article{bb102492,
        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#TT98934"}

@article{bb102493,
        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,
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        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98935"}

@article{bb102494,
        AUTHOR = "Zhao, Z. and Bai, L. and Zhang, Y. and Han, J.",
        TITLE = "Classification via semi-supervised multi-random subspace sparse
representation",
        JOURNAL = SIViP,
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        PAGES = "1387-1394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98936"}

@article{bb102495,
        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,
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "6803-6817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98937"}

@article{bb102496,
        AUTHOR = "Liu, W.H. and Gao, C.Q. and Chang, X.J. and Wu, Q.",
        TITLE = "Unified discriminating feature analysis for visual category
recognition",
        JOURNAL = JVCIR,
        VOLUME = "40, Part B",
        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98938"}

@article{bb102497,
        AUTHOR = "Romaszewski, M. and Glomb, P. and Cholewa, M.",
        TITLE = "Semi-supervised hyperspectral classification from a small number of
training samples using a co-training approach",
        JOURNAL = PandRS,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98939"}

@article{bb102498,
        AUTHOR = "Dornaika, F. and El Traboulsi, Y.",
        TITLE = "Matrix exponential based semi-supervised discriminant embedding for
image classification",
        JOURNAL = PR,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT98940"}

@inproceedings{bb102499,
        AUTHOR = "Dornaika, F. and El Traboulsi, Y.",
        TITLE = "Margin Based Semi-Supervised Elastic Embedding for Face Image
Analysis",
        BOOKTITLE = Manifold17,
        YEAR = "2017",
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Last update:Dec 23, 2019 at 15:47:08