@inproceedings{bb132700,
        AUTHOR = "Taalimi, A. and Shams, H. and Rahimpour, A. and Khorsandi, R. and Wang, W. and Guo, R. and Qi, H.",
        TITLE = "Multimodal weighted dictionary learning",
        BOOKTITLE = AVSS16,
        YEAR = "2016",
        PAGES = "173-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128746"}

@inproceedings{bb132701,
        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",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3897-3901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128747"}

@inproceedings{bb132702,
        AUTHOR = "Rong, Y. and Xiong, S.W. and Gao, Y.S.",
        TITLE = "Discriminative dictionary pair learning from partially labeled data",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "719-723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128748"}

@inproceedings{bb132703,
        AUTHOR = "Marsousi, M. and Li, X.Y. and Plataniotis, K.N.",
        TITLE = "Shape-included label-consistent discriminative dictionary learning:
An approach to detect and segment multi-class objects in images",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "729-733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128749"}

@inproceedings{bb132704,
        AUTHOR = "Reichman, D. and Malof, J.M. and Collins, L.M.",
        TITLE = "Leveraging seed dictionaries to improve dictionary learning",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3723-3727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128750"}

@inproceedings{bb132705,
        AUTHOR = "Matiz, S. and Barner, K.E.",
        TITLE = "Label consistent recursive least squares dictionary learning for
image classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1888-1892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128751"}

@inproceedings{bb132706,
        AUTHOR = "Cui, S.Y. and Schwarz, G. and Datcu, M.",
        TITLE = "Image classification: No features, no clustering",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1960-1964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128752"}

@inproceedings{bb132707,
        AUTHOR = "Guo, J. and Guo, Y.Q. and Li, Y. and Wang, B. and Li, M.",
        TITLE = "Locality sensitive discriminative dictionary learning",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1558-1562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128753"}

@inproceedings{bb132708,
        AUTHOR = "Liu, B.D. and Shen, B. and Li, X.",
        TITLE = "Locality sensitive dictionary learning for image classification",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3807-3811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128754"}

@inproceedings{bb132709,
        AUTHOR = "Haghiri, S. and Rabiee, H.R. and Soltani Farani, A. and Hosseini, S.A. and Shadloo, M.",
        TITLE = "Locality preserving discriminative dictionary learning",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5242-5246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128755"}

@inproceedings{bb132710,
        AUTHOR = "Cai, S. and Zuo, W.M. and Zhang, L. and Feng, X.C. and Wang, P.",
        TITLE = "Support Vector Guided Dictionary Learning",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "IV: 624-639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128756"}

@inproceedings{bb132711,
        AUTHOR = "Chen, Z.Y. and Wu, Y.",
        TITLE = "Robust Dictionary Learning by Error Source Decomposition",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2216-2223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128757"}

@inproceedings{bb132712,
        AUTHOR = "Hawe, S. and Seibert, M. and Kleinsteuber, M.",
        TITLE = "Separable Dictionary Learning",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "438-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128758"}

@inproceedings{bb132713,
        AUTHOR = "Lian, X.C. and Li, Z.W. and Lu, B.L. and Zhang, L.",
        TITLE = "Max-Margin Dictionary Learning for Multiclass Image Categorization",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "IV: 157-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128759"}

@inproceedings{bb132714,
        AUTHOR = "Ramirez, I. and Sprechmann, P. and Sapiro, G.",
        TITLE = "Classification and clustering via dictionary learning with structured
incoherence and shared features",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3501-3508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128760"}

@inproceedings{bb132715,
        AUTHOR = "Zhang, R.G. and Wang, C.H. and Xiao, B.H.",
        TITLE = "A strategy of classification via sparse dictionary learned by
non-negative K-SVD",
        BOOKTITLE = Subspace09,
        YEAR = "2009",
        PAGES = "117-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT128761"}

@article{bb132716,
        AUTHOR = "Verbeek, J.J. and Vlassis, N.",
        TITLE = "Gaussian fields for semi-supervised regression and correspondence
learning",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1864-1875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128762"}

@article{bb132717,
        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,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1745-1752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128763"}

@article{bb132718,
        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#TT128764"}

@article{bb132719,
        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#TT128765"}

@article{bb132720,
        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#TT128766"}

@article{bb132721,
        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#TT128767"}

@inproceedings{bb132722,
        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#TT128768"}

@article{bb132723,
        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#TT128769"}

@inproceedings{bb132724,
        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#TT128770"}

@inproceedings{bb132725,
        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#TT128771"}

@article{bb132726,
        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#TT128772"}

@article{bb132727,
        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#TT128773"}

@article{bb132728,
        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#TT128774"}

@inproceedings{bb132729,
        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#TT128775"}

@article{bb132730,
        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#TT128776"}

@inproceedings{bb132731,
        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#TT128777"}

@article{bb132732,
        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#TT128778"}

@article{bb132733,
        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#TT128779"}

@article{bb132734,
        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#TT128780"}

@article{bb132735,
        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#TT128781"}

@article{bb132736,
        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#TT128782"}

@article{bb132737,
        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#TT128783"}

@article{bb132738,
        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#TT128784"}

@article{bb132739,
        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#TT128785"}

@article{bb132740,
        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#TT128786"}

@inproceedings{bb132741,
        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#TT128787"}

@inproceedings{bb132742,
        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#TT128788"}

@article{bb132743,
        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#TT128789"}

@article{bb132744,
        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#TT128790"}

@article{bb132745,
        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#TT128791"}

@article{bb132746,
        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,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "3548-3558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128792"}

@article{bb132747,
        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#TT128793"}

@article{bb132748,
        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#TT128794"}

@article{bb132749,
        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#TT128795"}

@article{bb132750,
        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#TT128796"}

@article{bb132751,
        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#TT128797"}

@article{bb132752,
        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#TT128798"}

@article{bb132753,
        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#TT128799"}

@article{bb132754,
        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#TT128800"}

@article{bb132755,
        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#TT128801"}

@article{bb132756,
        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#TT128802"}

@article{bb132757,
        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#TT128803"}

@article{bb132758,
        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#TT128804"}

@article{bb132759,
        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#TT128805"}

@inproceedings{bb132760,
        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#TT128806"}

@article{bb132761,
        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#TT128807"}

@article{bb132762,
        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#TT128808"}

@article{bb132763,
        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#TT128809"}

@article{bb132764,
        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#TT128810"}

@inproceedings{bb132765,
        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#TT128811"}

@article{bb132766,
        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#TT128812"}

@article{bb132767,
        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#TT128813"}

@article{bb132768,
        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#TT128814"}

@article{bb132769,
        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#TT128815"}

@article{bb132770,
        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#TT128816"}

@inproceedings{bb132771,
        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#TT128817"}

@inproceedings{bb132772,
        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#TT128818"}

@article{bb132773,
        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#TT128819"}

@article{bb132774,
        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#TT128820"}

@article{bb132775,
        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#TT128821"}

@article{bb132776,
        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#TT128822"}

@article{bb132777,
        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#TT128823"}

@article{bb132778,
        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#TT128824"}

@inproceedings{bb132779,
        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#TT128825"}

@inproceedings{bb132780,
        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#TT128826"}

@article{bb132781,
        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#TT128827"}

@article{bb132782,
        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#TT128828"}

@article{bb132783,
        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#TT128829"}

@article{bb132784,
        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#TT128830"}

@article{bb132785,
        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#TT128831"}

@article{bb132786,
        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#TT128832"}

@article{bb132787,
        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#TT128833"}

@article{bb132788,
        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#TT128834"}

@inproceedings{bb132789,
        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#TT128835"}

@article{bb132790,
        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#TT128836"}

@article{bb132791,
        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#TT128837"}

@article{bb132792,
        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#TT128838"}

@article{bb132793,
        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#TT128839"}

@article{bb132794,
        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#TT128840"}

@article{bb132795,
        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#TT128841"}

@inproceedings{bb132796,
        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#TT128842"}

@inproceedings{bb132797,
        AUTHOR = "Dornaika, F. and El Traboulsi, Y.",
        TITLE = "Margin Based Semi-Supervised Elastic Embedding for Face Image
Analysis",
        BOOKTITLE = Manifold17,
        YEAR = "2017",
        PAGES = "1313-1320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128843"}

@article{bb132798,
        AUTHOR = "Krijthe, J.H. and Loog, M.",
        TITLE = "Robust semi-supervised least squares classification by implicit
constraints",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "115-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128844"}

@inproceedings{bb132799,
        AUTHOR = "Krijthe, J.H. and Loog, M.",
        TITLE = "Optimistic semi-supervised least squares classification",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1677-1682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128845"}

Last update:Jul 18, 2024 at 20:50:34