@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"}