@inproceedings{bb121800, AUTHOR = "Madjarov, G. and Gjorgjevikj, D. and Dzeroski, S.", TITLE = "Dual Layer Voting Method for Efficient Multi-label Classification", BOOKTITLE = IbPRIA11, YEAR = "2011", PAGES = "232-239", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117951"} @article{bb121801, AUTHOR = "Madjarov, G. and Kocev, D. and Gjorgjevikj, D. and Dzeroski, S.", TITLE = "An extensive experimental comparison of methods for multi-label learning", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "9", MONTH = "September", PAGES = "3084-3104", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117952"} @article{bb121802, AUTHOR = "Luo, Y. and Tao, D.C. and Geng, B. and Xu, C. and Maybank, S.J.", TITLE = "Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification", JOURNAL = IP, VOLUME = "22", YEAR = "2013", NUMBER = "2", MONTH = "February", PAGES = "523-536", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117953"} @article{bb121803, AUTHOR = "Gong, C. and Tao, D.C. and Maybank, S.J. and Liu, W. and Kang, G.L. and Yang, J.", TITLE = "Multi-Modal Curriculum Learning for Semi-Supervised Image Classification", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "7", MONTH = "July", PAGES = "3249-3260", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117954"} @article{bb121804, AUTHOR = "Liu, Q. and Sun, Y. and Wang, C. and Liu, T. and Tao, D.", TITLE = "Elastic Net Hypergraph Learning for Image Clustering and Semi-Supervised Classification", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "1", MONTH = "January", PAGES = "452-463", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117955"} @article{bb121805, AUTHOR = "Quevedo, J.R. and Luaces, O. and Bahamonde, A.", TITLE = "Multilabel classifiers with a probabilistic thresholding strategy", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "2", MONTH = "February", PAGES = "876-883", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117956"} @article{bb121806, AUTHOR = "Lastra, G. and Luaces, O. and Bahamonde, A.", TITLE = "Interval prediction for graded multi-label classification", JOURNAL = PRL, VOLUME = "49", YEAR = "2014", NUMBER = "1", PAGES = "171-176", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117957"} @article{bb121807, AUTHOR = "Dimitrovski, I. and Kocev, D. and Loskovska, S. and Dzeroski, S.", TITLE = "Fast and efficient visual codebook construction for multi-label annotation using predictive clustering trees", JOURNAL = PRL, VOLUME = "38", YEAR = "2014", NUMBER = "1", PAGES = "38-45", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117958"} @article{bb121808, AUTHOR = "Sun, F.M. and Tang, J.H. and Li, H.J. and Qi, G.J. and Huang, T.S.", TITLE = "Multi-Label Image Categorization With Sparse Factor Representation", JOURNAL = IP, VOLUME = "23", YEAR = "2014", NUMBER = "3", MONTH = "March", PAGES = "1028-1037", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117959"} @article{bb121809, AUTHOR = "Pei, Y.L. and Fern, X.L.Z.", TITLE = "Constrained instance clustering in multi-instance multi-label learning", JOURNAL = PRL, VOLUME = "37", YEAR = "2014", NUMBER = "1", PAGES = "107-114", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117960"} @article{bb121810, AUTHOR = "Pham, A.T. and Raich, R. and Fern, X.Z.", TITLE = "Dynamic Programming for Instance Annotation in Multi-Instance Multi-Label Learning", JOURNAL = PAMI, VOLUME = "39", YEAR = "2017", NUMBER = "12", MONTH = "December", PAGES = "2381-2394", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117961"} @article{bb121811, AUTHOR = "Sucar, L.E. and Bielza, C. and Morales, E.F. and Hernandez Leal, P. and Zaragoza, J.H. and Larranaga, P.", TITLE = "Multi-label classification with Bayesian network-based chain classifiers", JOURNAL = PRL, VOLUME = "41", YEAR = "2014", NUMBER = "1", PAGES = "14-22", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117962"} @article{bb121812, AUTHOR = "Zhang, Q. and Chen, L. and Li, B.", TITLE = "Max-Margin Multiattribute Learning With Low-Rank Constraint", JOURNAL = IP, VOLUME = "23", YEAR = "2014", NUMBER = "7", MONTH = "July", PAGES = "2866-2876", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117963"} @article{bb121813, AUTHOR = "Gonen, M.", TITLE = "Coupled dimensionality reduction and classification for supervised and semi-supervised multilabel learning", JOURNAL = PRL, VOLUME = "38", YEAR = "2014", NUMBER = "1", PAGES = "132-141", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117964"} @article{bb121814, AUTHOR = "Zhang, M.L. and Wu, L.", TITLE = "Lift: Multi-Label Learning with Label-Specific Features", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "1", MONTH = "January", PAGES = "107-120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117965"} @article{bb121815, AUTHOR = "Hang, J.Y. and Zhang, M.L.", TITLE = "Collaborative Learning of Label Semantics and Deep Label-Specific Features for Multi-Label Classification", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "9860-9871", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117966"} @article{bb121816, AUTHOR = "Yu, Z.B. and Zhang, M.L.", TITLE = "Multi-Label Classification With Label-Specific Feature Generation: A Wrapped Approach", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "5199-5210", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117967"} @article{bb121817, AUTHOR = "Kim, M.Y.", TITLE = "Multiple-concept feature generative models for multi-label image classification", JOURNAL = CVIU, VOLUME = "136", YEAR = "2015", NUMBER = "1", PAGES = "69-78", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117968"} @article{bb121818, AUTHOR = "Kim, M.Y.", TITLE = "Sparse conditional copula models for structured output regression", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "761-769", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117969"} @article{bb121819, AUTHOR = "Lim, H.K. and Lee, J.S. and Kim, D.W.", TITLE = "Multi-Label Learning Using Mathematical Programming", JOURNAL = IEICE, VOLUME = "E98-D", YEAR = "2015", NUMBER = "1", MONTH = "January", PAGES = "197-200", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117970"} @article{bb121820, AUTHOR = "Li, X.M. and Ouyang, J.H. and Zhou, X.T.", TITLE = "Centroid prior topic model for multi-label classification", JOURNAL = PRL, VOLUME = "62", YEAR = "2015", NUMBER = "1", PAGES = "8-13", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117971"} @article{bb121821, AUTHOR = "Destercke, S.", TITLE = "Multilabel predictions with sets of probabilities: The Hamming and ranking loss cases", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "11", PAGES = "3757-3765", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117972"} @article{bb121822, AUTHOR = "Ivasic Kos, M. and Pobar, M. and Ribaric, S.", TITLE = "Two-tier image annotation model based on a multi-label classifier and fuzzy-knowledge representation scheme", JOURNAL = PR, VOLUME = "52", YEAR = "2016", NUMBER = "1", PAGES = "287-305", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117973"} @article{bb121823, AUTHOR = "Li, X. and Zhao, X. and Zhang, Z. and Wu, F. and Zhuang, Y. and Wang, J. and Li, X.", TITLE = "Joint Multilabel Classification With Community-Aware Label Graph Learning", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "1", MONTH = "January", PAGES = "484-493", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117974"} @article{bb121824, AUTHOR = "Triguero, I. and Vens, C.", TITLE = "Labelling strategies for hierarchical multi-label classification techniques", JOURNAL = PR, VOLUME = "56", YEAR = "2016", NUMBER = "1", PAGES = "170-183", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117975"} @article{bb121825, AUTHOR = "Jing, X.Y. and Wu, F. and Li, Z. and Hu, R. and Zhang, D.", TITLE = "Multi-Label Dictionary Learning for Image Annotation", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "6", MONTH = "June", PAGES = "2712-2725", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117976"} @article{bb121826, AUTHOR = "Li, Q. and Xie, B. and You, J. and Bian, W. and Tao, D.C.", TITLE = "Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "8", MONTH = "August", PAGES = "3801-3813", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117977"} @inproceedings{bb121827, AUTHOR = "Pu, J.M. and Zhang, Q. and Zhang, L. and Du, B. and You, J.", TITLE = "Multiview clustering based on Robust and Regularized Matrix Approximation", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "2550-2555", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117978"} @article{bb121828, AUTHOR = "Liu, B. and Xu, Z.L. and Wu, S. and Wang, F.", TITLE = "Manifold regularized matrix completion for multilabel classification", JOURNAL = PRL, VOLUME = "80", YEAR = "2016", NUMBER = "1", PAGES = "58-63", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117979"} @article{bb121829, AUTHOR = "Pillai, I. and Fumera, G. and Roli, F.", TITLE = "Designing multi-label classifiers that maximize F measures: State of the art", JOURNAL = PR, VOLUME = "61", YEAR = "2017", NUMBER = "1", PAGES = "394-404", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117980"} @inproceedings{bb121830, AUTHOR = "Pillai, I. and Fumera, G. and Roli, F.", TITLE = "Learning of Multilabel Classifiers", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "3452-3456", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117981"} @article{bb121831, AUTHOR = "Read, J. and Martino, L. and Hollmen, J.", TITLE = "Multi-label methods for prediction with sequential data", JOURNAL = PR, VOLUME = "63", YEAR = "2017", NUMBER = "1", PAGES = "45-55", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117982"} @article{bb121832, AUTHOR = "Wang, M. and Luo, C. and Hong, R. and Tang, J. and Feng, J.", TITLE = "Beyond Object Proposals: Random Crop Pooling for Multi-Label Image Recognition", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "12", MONTH = "December", PAGES = "5678-5688", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117983"} @article{bb121833, AUTHOR = "Xia, Y. and Nie, L. and Zhang, L. and Yang, Y. and Hong, R. and Li, X.", TITLE = "Weakly Supervised Multilabel Clustering and its Applications in Computer Vision", JOURNAL = Cyber, VOLUME = "46", YEAR = "2016", NUMBER = "12", MONTH = "December", PAGES = "3220-3232", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117984"} @article{bb121834, AUTHOR = "Du, B. and Wang, Z. and Zhang, L.F. and Zhang, L.P. and Tao, D.C.", TITLE = "Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "4", MONTH = "April", PAGES = "1694-1707", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117985"} @inproceedings{bb121835, AUTHOR = "Wang, Z.M. and Du, B. and Zhang, L.F. and Zhang, L.P. and Fang, M. and Tao, D.C.", TITLE = "Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "III: 453-468", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117986"} @article{bb121836, AUTHOR = "Akbarnejad, A. and Baghshah, M.S.", TITLE = "A probabilistic multi-label classifier with missing and noisy labels handling capability", JOURNAL = PRL, VOLUME = "89", YEAR = "2017", NUMBER = "1", PAGES = "18-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117987"} @article{bb121837, AUTHOR = "Wu, J. and Ye, C. and Sheng, V.S. and Zhang, J. and Zhao, P.P. and Cui, Z.M.", TITLE = "Active learning with label correlation exploration for multi-label image classification", JOURNAL = IET-CV, VOLUME = "11", YEAR = "2017", NUMBER = "7", MONTH = "October", PAGES = "577-584", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117988"} @inproceedings{bb121838, AUTHOR = "Wu, J. and Sheng, V.S. and Zhang, J. and Zhao, P.P. and Cui, Z.M.", TITLE = "Multi-label active learning for image classification", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "5227-5231", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117989"} @inproceedings{bb121839, AUTHOR = "Ye, C. and Wu, J. and Sheng, V.S. and Zhao, P.P. and Cui, Z.M.", TITLE = "Multi-label active learning with label correlation for image classification", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "3437-3441", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117990"} @article{bb121840, AUTHOR = "Barezi, E.J. and Kwok, J.T. and Rabiee, H.R.", TITLE = "Multi-Label learning in the independent label sub-spaces", JOURNAL = PRL, VOLUME = "97", YEAR = "2017", NUMBER = "1", PAGES = "8-12", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117991"} @article{bb121841, AUTHOR = "Rabiee, H.R. and Kwok, J.T. and Barezi, E.J.", TITLE = "Multi-Label learning in the independent label sub-spaces", JOURNAL = PRL, VOLUME = "112", YEAR = "2018", PAGES = "152", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117991"} @article{bb121842, AUTHOR = "Sun, L. and Kudo, M.", TITLE = "Optimization of classifier chains via conditional likelihood maximization", JOURNAL = PR, VOLUME = "74", YEAR = "2018", NUMBER = "1", PAGES = "503-517", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117992"} @article{bb121843, AUTHOR = "Trajdos, P. and Kurzynski, M.", TITLE = "Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix", JOURNAL = PRL, VOLUME = "103", YEAR = "2018", PAGES = "60-67", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117993"} @article{bb121844, AUTHOR = "Zhang, H. and Wu, W. and Wang, D.", TITLE = "Multi-instance multi-label learning of natural scene images: via sparse coding and multi-layer neural network", JOURNAL = IET-CV, VOLUME = "12", YEAR = "2018", NUMBER = "3", MONTH = "April", PAGES = "305-311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117994"} @article{bb121845, AUTHOR = "Wang, S.F. and Chen, S.Y. and Chen, T.F. and Shi, X.X.", TITLE = "Learning with privileged information for multi-Label classification", JOURNAL = PR, VOLUME = "81", YEAR = "2018", PAGES = "60-70", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117995"} @article{bb121846, AUTHOR = "Ahmadi, Z. and Kramer, S.", TITLE = "A label compression method for online multi-label classification", JOURNAL = PRL, VOLUME = "111", YEAR = "2018", PAGES = "64-71", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117996"} @article{bb121847, AUTHOR = "Zhang, J. and Wu, Q. and Shen, C. and Zhang, J. and Lu, J.", TITLE = "Multilabel Image Classification With Regional Latent Semantic Dependencies", JOURNAL = MultMed, VOLUME = "20", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "2801-2813", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117997"} @article{bb121848, AUTHOR = "Jin, C. and Jin, S.W.", TITLE = "Multi-label automatic image annotation approach based on multiple improvement strategies", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "4", MONTH = "March", PAGES = "623-633", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117998"} @article{bb121849, AUTHOR = "Kumar, V. and Pujari, A.K. and Padmanabhan, V. and Kagita, V.R.", TITLE = "Group preserving label embedding for multi-label classification", JOURNAL = PR, VOLUME = "90", YEAR = "2019", PAGES = "23-34", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117999"} @article{bb121850, AUTHOR = "Nguyen, T.T. and Nguyen, T.T.T. and Luong, A.V. and Nguyen, Q.V.H. and Liew, A.W.C. and Stantic, B.", TITLE = "Multi-label classification via label correlation and first order feature dependance in a data stream", JOURNAL = PR, VOLUME = "90", YEAR = "2019", PAGES = "35-51", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118000"} @article{bb121851, AUTHOR = "Yu, W.J. and Chen, Z.D. and Luo, X. and Liu, W. and Xu, X.S.", TITLE = "DELTA: A deep dual-stream network for multi-label image classification", JOURNAL = PR, VOLUME = "91", YEAR = "2019", PAGES = "322-331", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118001"} @article{bb121852, AUTHOR = "Zhang, J. and Zhang, J. and Dai, T. and He, Z.Z.", TITLE = "Exploring Weighted Dual Graph Regularized Non-Negative Matrix Tri-Factorization Based Collaborative Filtering Framework for Multi-Label Annotation of Remote Sensing Images", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "8", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118002"} @article{bb121853, AUTHOR = "Lyu, F. and Wu, Q. and Hu, F.Y. and Wu, Q.Y. and Tan, M.K.", TITLE = "Attend and Imagine: Multi-Label Image Classification With Visual Attention and Recurrent Neural Networks", JOURNAL = MultMed, VOLUME = "21", YEAR = "2019", NUMBER = "8", MONTH = "August", PAGES = "1971-1981", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118003"} @article{bb121854, AUTHOR = "Chen, L. and Wang, R.G. and Yang, J. and Xue, L.X. and Hu, M.", TITLE = "Multi-label image classification with recurrently learning semantic dependencies", JOURNAL = VC, VOLUME = "35", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "1361-1371", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118004"} @article{bb121855, AUTHOR = "Xue, L.X. and Jiang, D. and Wang, R.G. and Yang, J. and Hu, M.", TITLE = "Learning semantic dependencies with channel correlation for multi-label classification", JOURNAL = VC, VOLUME = "36", YEAR = "2020", NUMBER = "7", MONTH = "July", PAGES = "1325-1335", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118005"} @article{bb121856, AUTHOR = "Huang, S.J. and Gao, W. and Zhou1, Z.H.", TITLE = "Fast Multi-Instance Multi-Label Learning", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "11", MONTH = "November", PAGES = "2614-2627", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118006"} @article{bb121857, AUTHOR = "Zhang, Y. and Wang, Y. and Liu, X.Y. and Mi, S. and Zhang, M.L.", TITLE = "Large-scale multi-label classification using unknown streaming images", JOURNAL = PR, VOLUME = "99", YEAR = "2020", PAGES = "107100", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118007"} @article{bb121858, AUTHOR = "Vanegas, J.A. and Beltran, V. and Escalante, H.J. and Gonzalez, F.A.", TITLE = "Transductive non-linear semantic embedding for multi-class classification", JOURNAL = PRL, VOLUME = "128", YEAR = "2019", PAGES = "370-377", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118008"} @article{bb121859, AUTHOR = "Dai, Y. and Li, Y. and Li, S.T.", TITLE = "Multi-label learning for concept-oriented labels of product image data", JOURNAL = IVC, VOLUME = "93", YEAR = "2020", PAGES = "103821", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118009"} @article{bb121860, AUTHOR = "Xia, Y.X. and d'Angelo, P. and Tian, J.J. and Fraundorfer, F. and Reinartz, P.", TITLE = "Multi-Label Learning based Semi-Global Matching Forest", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118010"} @article{bb121861, AUTHOR = "Yeh, M.C. and Li, Y.N.", TITLE = "Multilabel Deep Visual-Semantic Embedding", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "6", MONTH = "June", PAGES = "1530-1536", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118011"} @article{bb121862, AUTHOR = "Hu, L. and Li, Y.H. and Gao, W.F. and Zhang, P. and Hu, J.C.", TITLE = "Multi-label feature selection with shared common mode", JOURNAL = PR, VOLUME = "104", YEAR = "2020", PAGES = "107344", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118012"} @article{bb121863, AUTHOR = "Cevikalp, H. and Benligiray, B. and Gerek, O.N.", TITLE = "Semi-supervised robust deep neural networks for multi-label image classification", JOURNAL = PR, VOLUME = "100", YEAR = "2020", PAGES = "107164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118013"} @article{bb121864, AUTHOR = "Zhu, P.P. and Tan, Y.M. and Zhang, L.Q. and Wang, Y.B. and Mei, J. and Liu, H. and Wu, M.F.", TITLE = "Deep Learning for Multilabel Remote Sensing Image Annotation With Dual-Level Semantic Concepts", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "6", MONTH = "June", PAGES = "4047-4060", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118014"} @article{bb121865, AUTHOR = "Hua, Y.S. and Mou, L.C. and Zhu, X.X.", TITLE = "Relation Network for Multilabel Aerial Image Classification", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "7", MONTH = "July", PAGES = "4558-4572", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118015"} @article{bb121866, AUTHOR = "Ma, Z.C. and Chen, S.C.", TITLE = "Expand globally, shrink locally: Discriminant multi-label learning with missing labels", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107675", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118016"} @article{bb121867, AUTHOR = "Lv, J.Q. and Wu, T.R. and Peng, C.L. and Liu, Y.P. and Xu, N. and Geng, X.", TITLE = "Compact learning for multi-label classification", JOURNAL = PR, VOLUME = "113", YEAR = "2021", PAGES = "107833", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118017"} @article{bb121868, AUTHOR = "Quintanilla, E. and Rawat, Y. and Sakryukin, A. and Shah, M. and Kankanhalli, M.S.", TITLE = "Adversarial Learning for Personalized Tag Recommendation", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "1083-1094", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118018"} @article{bb121869, AUTHOR = "Yun, D.J. and Ryu, J. and Lim, J.W.", TITLE = "Dual aggregated feature pyramid network for multi label classification", JOURNAL = PRL, VOLUME = "144", YEAR = "2021", PAGES = "75-81", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118019"} @article{bb121870, AUTHOR = "Xu, C. and Gu, S.L. and Tao, H. and Hou, C.P.", TITLE = "Fragmentary label distribution learning via graph regularized maximum entropy criteria", JOURNAL = PRL, VOLUME = "145", YEAR = "2021", PAGES = "147-156", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118020"} @article{bb121871, AUTHOR = "Xu, J.H. and Tian, H.D. and Wang, Z.Y. and Wang, Y. and Kang, W.X. and Chen, F.", TITLE = "Joint Input and Output Space Learning for Multi-Label Image Classification", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "1696-1707", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118021"} @article{bb121872, AUTHOR = "Chu, W.T. and Huang, S.H.", TITLE = "Multi-label image recognition by using semantics consistency, object correlation, and multiple samples", JOURNAL = JVCIR, VOLUME = "77", YEAR = "2021", PAGES = "103067", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118022"} @article{bb121873, AUTHOR = "Sun, S.L. and Zong, D.M.", TITLE = "LCBM: A Multi-View Probabilistic Model for Multi-Label Classification", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "8", MONTH = "August", PAGES = "2682-2696", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118023"} @article{bb121874, AUTHOR = "Gao, B.B. and Zhou, H.Y.", TITLE = "Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "5920-5932", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118024"} @article{bb121875, AUTHOR = "Song, G.L. and Wang, S.H. and Huang, Q.M. and Tian, Q.", TITLE = "Learning Feature Representation and Partial Correlation for Multimodal Multi-Label Data", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "1882-1894", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118025"} @article{bb121876, AUTHOR = "Fan, Y.L. and Liu, J.H. and Liu, P.Z. and Du, Y.Z. and Lan, W.Y. and Wu, S.X.", TITLE = "Manifold learning with structured subspace for multi-label feature selection", JOURNAL = PR, VOLUME = "120", YEAR = "2021", PAGES = "108169", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118026"} @article{bb121877, AUTHOR = "Zhang, P. and Liu, G.X. and Gao, W. and Song, J.Z.", TITLE = "Multi-label feature selection considering label supplementation", JOURNAL = PR, VOLUME = "120", YEAR = "2021", PAGES = "108137", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118027"} @article{bb121878, AUTHOR = "Zhang, P. and Liu, G.X. and Song, J.Z.", TITLE = "MFSJMI: Multi-label feature selection considering join mutual information and interaction weight", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109378", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118028"} @article{bb121879, AUTHOR = "Zhang, M.L. and Fang, J.P.", TITLE = "Partial Multi-Label Learning via Credible Label Elicitation", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "10", MONTH = "October", PAGES = "3587-3599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118029"} @article{bb121880, AUTHOR = "Nakano, F.K. and Pliakos, K. and Vens, C.", TITLE = "Deep tree-ensembles for multi-output prediction", JOURNAL = PR, VOLUME = "121", YEAR = "2022", PAGES = "108211", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118030"} @article{bb121881, AUTHOR = "Li, J.L. and Li, P.P. and Hu, X.G. and Yu, K.", TITLE = "Learning common and label-specific features for multi-Label classification with correlation information", JOURNAL = PR, VOLUME = "121", YEAR = "2022", PAGES = "108259", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118031"} @article{bb121882, AUTHOR = "Ma, X.K. and Tan, S.Y. and Xie, X.H. and Zhong, X.X. and Deng, J.J.", TITLE = "Joint multi-label learning and feature extraction for temporal link prediction", JOURNAL = PR, VOLUME = "121", YEAR = "2022", PAGES = "108216", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118032"} @article{bb121883, AUTHOR = "Guan, Y.Y. and Zhang, B. and Li, W.H. and Wang, Y.", TITLE = "Semi-supervised partial multi-label classification with low-rank and manifold constraints", JOURNAL = PRL, VOLUME = "151", YEAR = "2021", PAGES = "112-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118033"} @article{bb121884, AUTHOR = "Wen, S.P. and Liu, W.W. and Yang, Y. and Zhou, P. and Guo, Z.Y. and Yan, Z. and Chen, Y. and Huang, T.W.", TITLE = "Multilabel Image Classification via Feature/Label Co-Projection", JOURNAL = SMCS, VOLUME = "51", YEAR = "2021", NUMBER = "11", MONTH = "November", PAGES = "7250-7259", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118034"} @article{bb121885, AUTHOR = "Lin, D. and Lin, J.Z. and Zhao, L. and Wang, Z.J. and Chen, Z.K.", TITLE = "Multilabel Aerial Image Classification With a Concept Attention Graph Neural Network", JOURNAL = GeoRS, VOLUME = "60", YEAR = "2022", PAGES = "1-12", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118035"} @article{bb121886, AUTHOR = "Nguyen, T. and Raich, R.", TITLE = "Incomplete Label Multiple Instance Multiple Label Learning", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "1320-1337", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118036"} @inproceedings{bb121887, AUTHOR = "Pei, Y.L. and Fern, X.L. and Raich, R.", TITLE = "Learning with Latent Label Hierarchy from Incomplete Multi-Label Data", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "2075-2080", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118037"} @article{bb121888, AUTHOR = "Sun, L.J. and Feng, S.H. and Liu, J. and Lyu, G.Y. and Lang, C.Y.", TITLE = "Global-Local Label Correlation for Partial Multi-Label Learning", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "581-593", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118038"} @article{bb121889, AUTHOR = "Shen, X.B. and Dong, G.H. and Zheng, Y.H. and Lan, L. and Tsang, I.W. and Sun, Q.S.", TITLE = "Deep Co-Image-Label Hashing for Multi-Label Image Retrieval", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "1116-1126", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118039"} @article{bb121890, AUTHOR = "Huang, S. and Liu, Z. and Jin, W. and Mu, Y.", TITLE = "Bag dissimilarity regularized multi-instance learning", JOURNAL = PR, VOLUME = "126", YEAR = "2022", PAGES = "108583", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118040"} @article{bb121891, AUTHOR = "Liu, S. and Song, X.H. and Ma, Z.C. and Ganaa, E.D. and Shen, X.J.", TITLE = "MoRE: Multi-output residual embedding for multi-label classification", JOURNAL = PR, VOLUME = "126", YEAR = "2022", PAGES = "108584", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118041"} @article{bb121892, AUTHOR = "Wang, Z. and Fang, Z. and Li, D.D. and Yang, H. and Du, W.L.", TITLE = "Semantic Supplementary Network With Prior Information for Multi-Label Image Classification", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "4", MONTH = "April", PAGES = "1848-1859", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118042"} @article{bb121893, AUTHOR = "Ge, X. and Wang, Y.C. and Wang, B. and Kuo, C.C.J.", TITLE = "CORE: A knowledge graph entity type prediction method via complex space regression and embedding", JOURNAL = PRL, VOLUME = "157", YEAR = "2022", PAGES = "97-103", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118043"} @article{bb121894, AUTHOR = "Li, P. and Chen, P. and Zhang, D.Z.", TITLE = "Cross-Modal Feature Representation Learning and Label Graph Mining in a Residual Multi-Attentional CNN-LSTM Network for Multi-Label Aerial Scene Classification", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118044"} @article{bb121895, AUTHOR = "Xie, M.K. and Huang, S.J.", TITLE = "Partial Multi-Label Learning With Noisy Label Identification", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "3676-3687", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118045"} @article{bb121896, AUTHOR = "Xie, M.K. and Huang, S.J.", TITLE = "CCMN: A General Framework for Learning With Class-Conditional Multi-Label Noise", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "154-166", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118046"} @article{bb121897, AUTHOR = "Zhou, F.T. and Huang, S. and Liu, B. and Yang, D.", TITLE = "Multi-Label Image Classification via Category Prototype Compositional Learning", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "4513-4525", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118047"} @article{bb121898, AUTHOR = "Li, D. and Du, C.D. and Wang, H.B. and Zhou, Q.Y. and He, H.G.", TITLE = "Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "3287-3299", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118048"} @article{bb121899, AUTHOR = "Zeng, H.Z. and Chen, A.", TITLE = "Multivariate multi-layer classifier", JOURNAL = PR, VOLUME = "131", YEAR = "2022", PAGES = "108896", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118049"}