@inproceedings{bb148600,
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#TT144530"}
@inproceedings{bb148601,
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#TT144531"}
@inproceedings{bb148602,
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#TT144532"}
@inproceedings{bb148603,
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#TT144533"}
@inproceedings{bb148604,
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#TT144534"}
@inproceedings{bb148605,
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#TT144535"}
@inproceedings{bb148606,
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#TT144536"}
@inproceedings{bb148607,
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#TT144537"}
@inproceedings{bb148608,
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#TT144538"}
@inproceedings{bb148609,
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#TT144539"}
@inproceedings{bb148610,
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#TT144540"}
@inproceedings{bb148611,
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#TT144541"}
@inproceedings{bb148612,
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#TT144542"}
@inproceedings{bb148613,
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#TT144543"}
@article{bb148614,
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#TT144544"}
@article{bb148615,
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#TT144545"}
@article{bb148616,
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#TT144546"}
@article{bb148617,
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#TT144547"}
@inproceedings{bb148618,
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#TT144548"}
@article{bb148619,
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#TT144549"}
@inproceedings{bb148620,
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#TT144550"}
@inproceedings{bb148621,
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#TT144551"}
@article{bb148622,
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#TT144552"}
@article{bb148623,
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#TT144553"}
@inproceedings{bb148624,
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#TT144554"}
@article{bb148625,
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#TT144555"}
@inproceedings{bb148626,
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#TT144556"}
@article{bb148627,
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#TT144557"}
@article{bb148628,
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#TT144558"}
@article{bb148629,
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#TT144559"}
@article{bb148630,
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#TT144560"}
@article{bb148631,
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#TT144561"}
@article{bb148632,
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#TT144562"}
@article{bb148633,
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#TT144563"}
@article{bb148634,
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#TT144564"}
@inproceedings{bb148635,
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#TT144565"}
@inproceedings{bb148636,
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#TT144566"}
@article{bb148637,
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#TT144567"}
@article{bb148638,
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#TT144568"}
@article{bb148639,
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#TT144569"}
@article{bb148640,
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#TT144570"}
@article{bb148641,
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#TT144571"}
@article{bb148642,
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#TT144572"}
@article{bb148643,
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#TT144573"}
@article{bb148644,
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#TT144574"}
@article{bb148645,
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#TT144575"}
@article{bb148646,
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#TT144576"}
@article{bb148647,
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#TT144577"}
@article{bb148648,
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#TT144578"}
@article{bb148649,
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#TT144579"}
@article{bb148650,
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#TT144580"}
@article{bb148651,
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#TT144581"}
@article{bb148652,
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#TT144582"}
@article{bb148653,
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#TT144583"}
@inproceedings{bb148654,
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#TT144584"}
@article{bb148655,
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#TT144585"}
@article{bb148656,
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#TT144586"}
@article{bb148657,
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#TT144587"}
@article{bb148658,
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#TT144588"}
@inproceedings{bb148659,
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#TT144589"}
@article{bb148660,
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#TT144590"}
@article{bb148661,
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#TT144591"}
@article{bb148662,
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#TT144592"}
@article{bb148663,
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#TT144593"}
@article{bb148664,
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#TT144594"}
@inproceedings{bb148665,
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#TT144595"}
@inproceedings{bb148666,
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#TT144596"}
@article{bb148667,
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#TT144597"}
@article{bb148668,
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#TT144598"}
@article{bb148669,
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#TT144599"}
@article{bb148670,
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#TT144600"}
@article{bb148671,
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#TT144601"}
@inproceedings{bb148672,
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#TT144602"}
@inproceedings{bb148673,
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#TT144603"}
@article{bb148674,
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#TT144604"}
@article{bb148675,
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#TT144605"}
@article{bb148676,
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#TT144606"}
@article{bb148677,
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#TT144607"}
@article{bb148678,
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#TT144608"}
@article{bb148679,
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#TT144609"}
@article{bb148680,
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#TT144610"}
@article{bb148681,
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#TT144611"}
@inproceedings{bb148682,
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#TT144612"}
@article{bb148683,
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#TT144613"}
@article{bb148684,
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#TT144614"}
@article{bb148685,
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#TT144615"}
@article{bb148686,
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#TT144616"}
@article{bb148687,
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#TT144617"}
@article{bb148688,
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#TT144618"}
@inproceedings{bb148689,
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#TT144619"}
@inproceedings{bb148690,
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#TT144620"}
@article{bb148691,
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#TT144621"}
@inproceedings{bb148692,
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#TT144622"}
@article{bb148693,
AUTHOR = "Yue, Z.S. and Meng, D.Y. and He, J. and Zhang, G.",
TITLE = "Semi-supervised learning through adaptive Laplacian graph trimming",
JOURNAL = IVC,
VOLUME = "60",
YEAR = "2017",
NUMBER = "1",
PAGES = "38-47",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144623"}
@article{bb148694,
AUTHOR = "Liu, P.C. and Yang, P.P. and Wang, C. and Huang, K.Q. and Tan, T.N.",
TITLE = "A Semi-Supervised Method for Surveillance-Based Visual Location
Recognition",
JOURNAL = Cyber,
VOLUME = "47",
YEAR = "2017",
NUMBER = "11",
MONTH = "November",
PAGES = "3719-3732",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144624"}
@inproceedings{bb148695,
AUTHOR = "Liu, P.C. and Yang, P.P. and Huang, K.Q. and Tan, T.N. and Hao, H.W.",
TITLE = "Semi-supervised Learning for Cross-Device Visual Location Recognition",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "2873-2878",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144625"}
@article{bb148696,
AUTHOR = "Wang, Y.Y. and Meng, Y. and Li, Y. and Chen, S.C. and Fu, Z.Y. and Xue, H.",
TITLE = "Semi-supervised manifold regularization with adaptive graph
construction",
JOURNAL = PRL,
VOLUME = "98",
YEAR = "2017",
NUMBER = "1",
PAGES = "90-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144626"}
@article{bb148697,
AUTHOR = "Wigness, M. and Draper, B.A. and Beveridge, J.R.",
TITLE = "Efficient Label Collection for Image Datasets via Hierarchical
Clustering",
JOURNAL = IJCV,
VOLUME = "126",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "59-85",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144627"}
@inproceedings{bb148698,
AUTHOR = "Wigness, M. and Draper, B.A. and Beveridge, J.R.",
TITLE = "Efficient label collection for unlabeled image datasets",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "4594-4602",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144628"}
@article{bb148699,
AUTHOR = "Jiao, Q. and Liu, Z. and Ye, L.W. and Wang, Y.",
TITLE = "Weakly labeled fine-grained classification with hierarchy
relationship of fine and coarse labels",
JOURNAL = JVCIR,
VOLUME = "63",
YEAR = "2019",
PAGES = "102584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144629"}
Last update:Jun 13, 2026 at 20:41:05