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        TITLE = "Sparse Coding and Dictionary Learning with Linear Dynamical Systems",
        BOOKTITLE = CVPR16,
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@inproceedings{bb138601,
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        TITLE = "Search-Based Depth Estimation via Coupled Dictionary Learning with
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@inproceedings{bb138602,
        AUTHOR = "Liu, Y. and Chen, W. and Chen, Q.C. and Wassell, I.",
        TITLE = "Support Discrimination Dictionary Learning for Image Classification",
        BOOKTITLE = ECCV16,
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@inproceedings{bb138603,
        AUTHOR = "Taalimi, A. and Shams, H. and Rahimpour, A. and Khorsandi, R. and Wang, W. and Guo, R. and Qi, H.",
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@inproceedings{bb138604,
        AUTHOR = "Taalimi, A. and Rahimpour, A. and Capdevila, C. and Zhang, Z.F. and Qi, H.R.",
        TITLE = "Robust coupling in space of sparse codes for multi-view recognition",
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@inproceedings{bb138605,
        AUTHOR = "Rong, Y. and Xiong, S.W. and Gao, Y.S.",
        TITLE = "Discriminative dictionary pair learning from partially labeled data",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
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@inproceedings{bb138606,
        AUTHOR = "Marsousi, M. and Li, X.Y. and Plataniotis, K.N.",
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An approach to detect and segment multi-class objects in images",
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@inproceedings{bb138607,
        AUTHOR = "Reichman, D. and Malof, J.M. and Collins, L.M.",
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        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT134602"}

@inproceedings{bb138608,
        AUTHOR = "Matiz, S. and Barner, K.E.",
        TITLE = "Label consistent recursive least squares dictionary learning for
image classification",
        BOOKTITLE = ICIP16,
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@inproceedings{bb138609,
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@inproceedings{bb138610,
        AUTHOR = "Guo, J. and Guo, Y.Q. and Li, Y. and Wang, B. and Li, M.",
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        BOOKTITLE = ICIP15,
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@inproceedings{bb138611,
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@inproceedings{bb138612,
        AUTHOR = "Haghiri, S. and Rabiee, H.R. and Soltani Farani, A. and Hosseini, S.A. and Shadloo, M.",
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@inproceedings{bb138613,
        AUTHOR = "Cai, S. and Zuo, W.M. and Zhang, L. and Feng, X.C. and Wang, P.",
        TITLE = "Support Vector Guided Dictionary Learning",
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@inproceedings{bb138614,
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@inproceedings{bb138615,
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@inproceedings{bb138616,
        AUTHOR = "Lian, X.C. and Li, Z.W. and Lu, B.L. and Zhang, L.",
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@inproceedings{bb138617,
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@article{bb138621,
        AUTHOR = "Angelini, L. and Marinazzo, D. and Pellicoro, M. and Stramaglia, S.",
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@article{bb138622,
        AUTHOR = "Begleiter, R. and El Yaniv, R. and Pechyony, D.",
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@article{bb138623,
        AUTHOR = "Come, E. and Oukhellou, L. and Denoeux, T. and Aknin, P.",
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@article{bb138624,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134619"}

@inproceedings{bb138625,
        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,
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        PAGES = "I: 160-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134620"}

@article{bb138626,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134621"}

@inproceedings{bb138627,
        AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K.",
        TITLE = "Active query selection for semi-supervised clustering",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134622"}

@inproceedings{bb138628,
        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#TT134623"}

@article{bb138629,
        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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        NUMBER = "3",
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        PAGES = "973-978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134624"}

@article{bb138630,
        AUTHOR = "Chen, K. and Wang, S.H.",
        TITLE = "Semi-Supervised Learning via Regularized Boosting Working on Multiple
Semi-Supervised Assumptions",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134625"}

@article{bb138631,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134626"}

@inproceedings{bb138632,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134627"}

@article{bb138633,
        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#TT134628"}

@inproceedings{bb138634,
        AUTHOR = "Adankon, M.M. and Cheriet, M.",
        TITLE = "Help-training for semi-supervised discriminative classifiers.
Application to SVM",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134629"}

@article{bb138635,
        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#TT134630"}

@article{bb138636,
        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#TT134631"}

@article{bb138637,
        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#TT134632"}

@article{bb138638,
        AUTHOR = "Yang, B. and Zhang, X.T. and Nie, F.P. and Wang, F.",
        TITLE = "Fast Multiview Clustering With Spectral Embedding",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "3884-3895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134633"}

@article{bb138639,
        AUTHOR = "Chang, C.C. and Chen, H.Y.",
        TITLE = "Semi-supervised clustering with discriminative random fields",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
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        PAGES = "4402-4413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134634"}

@article{bb138640,
        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#TT134635"}

@article{bb138641,
        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",
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        PAGES = "2393-2406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134636"}

@article{bb138642,
        AUTHOR = "Astudillo, C.A. and Oommen, B.J.",
        TITLE = "On achieving semi-supervised pattern recognition by utilizing
tree-based SOMs",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134637"}

@article{bb138643,
        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#TT134638"}

@inproceedings{bb138644,
        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#TT134639"}

@inproceedings{bb138645,
        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#TT134640"}

@article{bb138646,
        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#TT134641"}

@article{bb138647,
        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#TT134642"}

@article{bb138648,
        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#TT134643"}

@article{bb138649,
        AUTHOR = "Huang, G. and Song, S.J. and Gupta, J.N.D. and Wu, C.",
        TITLE = "A second order cone programming approach for semi-supervised learning",
        JOURNAL = PR,
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        YEAR = "2013",
        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134644"}

@article{bb138650,
        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#TT134645"}

@article{bb138651,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134646"}

@article{bb138652,
        AUTHOR = "Schwenker, F. and Trentin, E.",
        TITLE = "Partially supervised learning for pattern recognition",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134647"}

@article{bb138653,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134648"}

@article{bb138654,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134649"}

@article{bb138655,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134650"}

@article{bb138656,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134651"}

@article{bb138657,
        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",
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        YEAR = "2014",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134652"}

@article{bb138658,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134653"}

@article{bb138659,
        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#TT134654"}

@article{bb138660,
        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#TT134655"}

@article{bb138661,
        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#TT134656"}

@article{bb138662,
        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#TT134657"}

@inproceedings{bb138663,
        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#TT134658"}

@article{bb138664,
        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#TT134659"}

@article{bb138665,
        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#TT134660"}

@article{bb138666,
        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#TT134661"}

@article{bb138667,
        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#TT134662"}

@inproceedings{bb138668,
        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#TT134663"}

@article{bb138669,
        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#TT134664"}

@article{bb138670,
        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#TT134665"}

@article{bb138671,
        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#TT134666"}

@article{bb138672,
        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#TT134667"}

@article{bb138673,
        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#TT134668"}

@inproceedings{bb138674,
        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#TT134669"}

@inproceedings{bb138675,
        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#TT134670"}

@article{bb138676,
        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#TT134671"}

@article{bb138677,
        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#TT134672"}

@article{bb138678,
        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#TT134673"}

@article{bb138679,
        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#TT134674"}

@article{bb138680,
        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#TT134675"}

@article{bb138681,
        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#TT134676"}

@inproceedings{bb138682,
        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#TT134677"}

@inproceedings{bb138683,
        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#TT134678"}

@article{bb138684,
        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#TT134679"}

@article{bb138685,
        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#TT134680"}

@article{bb138686,
        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#TT134681"}

@article{bb138687,
        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#TT134682"}

@article{bb138688,
        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#TT134683"}

@article{bb138689,
        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#TT134684"}

@article{bb138690,
        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#TT134685"}

@article{bb138691,
        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#TT134686"}

@inproceedings{bb138692,
        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#TT134687"}

@article{bb138693,
        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#TT134688"}

@article{bb138694,
        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#TT134689"}

@article{bb138695,
        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#TT134690"}

@article{bb138696,
        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#TT134691"}

@article{bb138697,
        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",
        PAGES = "772-778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134692"}

@article{bb138698,
        AUTHOR = "Dornaika, F. and El Traboulsi, Y.",
        TITLE = "Matrix exponential based semi-supervised discriminant embedding for
image classification",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "92-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134693"}

@inproceedings{bb138699,
        AUTHOR = "Dornaika, F. and Baradaaji, A. and El Traboulsi, Y.",
        TITLE = "Soft Label and Discriminant Embedding Estimation for Semi-Supervised
Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7250-7257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT134694"}

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