@article{bb134600, AUTHOR = "Zhao, D.W. and Gao, Q.W. and Lu, Y.X. and Sun, D.", TITLE = "Non-Aligned Multi-View Multi-Label Classification via Learning View-Specific Labels", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "7235-7247", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130616"} @article{bb134601, AUTHOR = "Wu, Y. and Feng, S. and Wang, Y.", TITLE = "Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "11", MONTH = "November", PAGES = "6788-6803", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130617"} @article{bb134602, AUTHOR = "Qiang, Q.Y. and Zhang, B. and Wang, F. and Nie, F.P.", TITLE = "Multi-View Discrete Clustering: A Concise Model", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "12", MONTH = "December", PAGES = "15154-15170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130618"} @article{bb134603, AUTHOR = "Liu, C.L. and Wu, Z.H. and Wen, J. and Xu, Y. and Huang, C.", TITLE = "Localized Sparse Incomplete Multi-View Clustering", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "5539-5551", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130619"} @article{bb134604, AUTHOR = "Yang, Z.Q. and Zhang, H. and Wei, Y. and Wang, Z. and Nie, F.P. and Hu, D.", TITLE = "Geometric-inspired graph-based Incomplete Multi-view Clustering", JOURNAL = PR, VOLUME = "147", YEAR = "2024", PAGES = "110082", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130620"} @article{bb134605, AUTHOR = "Li, L. and Han, Q.H. and Li, J.Y. and Cui, Z.Q.", TITLE = "Two-step multi-view data classification based on dynamic Graph-ELM", JOURNAL = PRL, VOLUME = "176", YEAR = "2023", PAGES = "236-243", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130621"} @article{bb134606, AUTHOR = "Shen, Q.Q. and Chen, Y.Y. and Zhang, C.Q. and Tian, Y.H. and Liang, Y.S.", TITLE = "Pick-and-Place Transform Learning for Fast Multi-View Clustering", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "1272-1284", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130622"} @article{bb134607, AUTHOR = "Gou, J.P. and Xie, N.N. and Yuan, Y.H. and Du, L. and Ou, W.H. and Yi, Z.", TITLE = "Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "1319-1332", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130623"} @article{bb134608, AUTHOR = "Shen, Q.Q. and Xu, T.T. and Liang, Y.S. and Chen, Y.Y. and He, Z.Y.", TITLE = "Robust Tensor Recovery for Incomplete Multi-View Clustering", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "3856-3870", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130624"} @article{bb134609, AUTHOR = "Peng, C. and Kang, K. and Chen, Y.Y. and Kang, Z. and Chen, C. and Cheng, Q.", TITLE = "Fine-Grained Essential Tensor Learning for Robust Multi-View Spectral Clustering", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "3145-3160", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130625"} @article{bb134610, AUTHOR = "Qin, Y. and Pu, N. and Wu, H.Z.", TITLE = "EDMC: Efficient Multi-View Clustering via Cluster and Instance Space Learning", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "5273-5283", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130626"} @article{bb134611, AUTHOR = "Zhang, F.H. and Che, H.J.", TITLE = "Separable Consistency and Diversity Feature Learning for Multi-View Clustering", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "1595-1599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130627"} @article{bb134612, AUTHOR = "Chen, J. and Chen, Y.K. and Wang, Z. and Zhang, H.X. and Peng, X.", TITLE = "Spectral Embedding Fusion for Incomplete Multiview Clustering", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "4116-4130", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130628"} @article{bb134613, AUTHOR = "Yang, Z. and Tan, Y.H. and Yang, T.", TITLE = "Large-scale multi-view clustering via matrix factorization of consensus graph", JOURNAL = PR, VOLUME = "155", YEAR = "2024", PAGES = "110716", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130629"} @article{bb134614, AUTHOR = "Xing, L. and Song, Y.W. and Chen, B.D. and Yu, C.Y. and Qin, J.", TITLE = "Incomplete Multi-View Clustering via Correntropy and Complement Consensus Learning", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "8063-8076", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130630"} @article{bb134615, AUTHOR = "Cao, J.F. and Dong, W.H. and Chen, J.", TITLE = "View-unaligned clustering with graph regularization", JOURNAL = PR, VOLUME = "155", YEAR = "2024", PAGES = "110706", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130631"} @article{bb134616, AUTHOR = "Zhao, X.W. and Wang, S.J. and Liu, X.L. and Liang, J.", TITLE = "Multi-view clustering via dynamic unified bipartite graph learning", JOURNAL = PR, VOLUME = "156", YEAR = "2024", PAGES = "110715", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130632"} @article{bb134617, AUTHOR = "Zhang, C. and Chen, H.X. and Li, H.X. and Chen, C.L.", TITLE = "Learning latent disentangled embeddings and graphs for multi-view clustering", JOURNAL = PR, VOLUME = "156", YEAR = "2024", PAGES = "110839", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130633"} @article{bb134618, AUTHOR = "Yang, G. and Zou, J. and Chen, Y. and Du, L. and Zhou, P.", TITLE = "Heat Kernel Diffusion for Enhanced Late Fusion Multi-View Clustering", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "2310-2314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130634"} @article{bb134619, AUTHOR = "Liu, C.D. and Zhang, Q. and Chen, Y.Y. and Dong, J.Y. and Peng, C.", TITLE = "Enhancing Inter-Class Separability With High-Order Strangers for Multi-View Clustering", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "2460-2464", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130635"} @article{bb134620, AUTHOR = "Li, Y.P. and Luo, Y. and Du, B.", TITLE = "UVaT: Uncertainty Incorporated View-Aware Transformer for Robust Multi-View Classification", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "5129-5143", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130636"} @article{bb134621, AUTHOR = "Zhao, L. and Xie, Q.J.", TITLE = "Distribution-Level Multi-View Clustering for Unaligned Data", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "2330-2334", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130637"} @article{bb134622, AUTHOR = "Dong, W.H. and Wu, X.J. and Feng, Z.H. and Ahmed, S.A.A. and Awais, M. and Kittler, J.V.", TITLE = "One-pass View-unaligned Clustering", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "9699-9709", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130638"} @article{bb134623, AUTHOR = "Wan, M.H. and Zhu, J.Y. and Sun, C.L. and Yang, Z.J. and Yin, J. and Yang, G.", TITLE = "Tensor Low-Rank Graph Embedding and Learning for One-Step Incomplete Multi-View Clustering", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "9763-9775", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130639"} @article{bb134624, AUTHOR = "Qin, Y. and Qin, C. and Zhang, X.P. and Feng, G.R.", TITLE = "Dual Consensus Anchor Learning for Fast Multi-View Clustering", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "5298-5311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130640"} @article{bb134625, AUTHOR = "Zhong, G. and Wu, J. and Yan, X.M. and Ma, X.L. and Lin, S.", TITLE = "Nonnegative Tensor Representation With Cross-View Consensus for Incomplete Multi-View Clustering", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "2605-2609", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130641"} @article{bb134626, AUTHOR = "Sun, W.J. and Li, C. and Li, Q.Y. and Fang, X.Z. and He, J. and Liu, L.", TITLE = "Joint Intra-view and Inter-view Enhanced Tensor Low-rank Induced Affinity Graph Learning", JOURNAL = PR, VOLUME = "159", YEAR = "2025", PAGES = "111140", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130642"} @article{bb134627, AUTHOR = "Battaglia, E. and Peiretti, F. and Pensa, R.G.", TITLE = "Co-clustering: A Survey of the Main Methods, Recent Trends, and Open Problems", JOURNAL = Surveys, VOLUME = "57", YEAR = "2024", NUMBER = "2", MONTH = "November", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130643"} @inproceedings{bb134628, AUTHOR = "Liu, Y. and Gould, S.", TITLE = "Unsupervised Dense Prediction Using Differentiable Normalized Cuts", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "XL: 287-304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130644"} @inproceedings{bb134629, AUTHOR = "Deng, Y.H. and Wang, Z.H. and Du, S.", TITLE = "Contrastive Max-correlation for Multi-view Clustering", BOOKTITLE = ACCV24, YEAR = "2024", PAGES = "I: 371-384", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130645"} @inproceedings{bb134630, AUTHOR = "Black, S. and Souvenir, R.", TITLE = "Multi-view Classification Using Hybrid Fusion and Mutual Distillation", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "269-279", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130646"} @inproceedings{bb134631, AUTHOR = "Ding, Z.X. and Wang, A. and Chen, H. and Zhang, Q. and Liu, P.Z. and Bao, Y.J. and Yan, W.P. and Han, J.G.", TITLE = "Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "3398-3407", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130647"} @inproceedings{bb134632, AUTHOR = "Kim, Y. and Kim, J.M. and Jeong, J. and Schmid, C. and Akata, Z. and Lee, J.", TITLE = "Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "3408-3417", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130648"} @inproceedings{bb134633, AUTHOR = "Kobayashi, T.", TITLE = "Two-Way Multi-Label Loss", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "7476-7485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130649"} @inproceedings{bb134634, AUTHOR = "Zhang, S. and Xu, R. and Xiong, C.M. and Ramaiah, C.", TITLE = "Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "16639-16648", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130650"} @inproceedings{bb134635, AUTHOR = "Varas, D. and Alfaro, M. and Marques, F.", TITLE = "Multiresolution Hierarchy Co-Clustering for Semantic Segmentation in Sequences with Small Variations", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "4579-4587", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130651"} @inproceedings{bb134636, AUTHOR = "Nanda, A. and Pujari, A.K.", TITLE = "Weighted Co-clustering Based Clustering Ensemble", BOOKTITLE = NCVPRIPG11, YEAR = "2011", PAGES = "46-49", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130652"} @inproceedings{bb134637, AUTHOR = "Liu, J.G. and Shah, M.", TITLE = "Scene Modeling Using Co-Clustering", BOOKTITLE = ICCV07, YEAR = "2007", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130653"} @inproceedings{bb134638, AUTHOR = "Irie, G. and Liu, D. and Li, Z.G. and Chang, S.F.", TITLE = "A Bayesian Approach to Multimodal Visual Dictionary Learning", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "329-336", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130654"} @inproceedings{bb134639, AUTHOR = "Hanmandlu, M. and Susan, S. and Madasu, V.K. and Lovell, B.C.", TITLE = "Fuzzy Co-Clustering of medical images using bacterial foraging", BOOKTITLE = IVCNZ08, YEAR = "2008", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cocl2.html#TT130655"} @article{bb134640, AUTHOR = "Zhang, M.L. and Zhou, Z.H.", TITLE = "ML-KNN: A lazy learning approach to multi-label learning", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "7", MONTH = "July", PAGES = "2038-2048", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130656"} @article{bb134641, AUTHOR = "Park, C.H. and Lee, M.H.", TITLE = "On applying linear discriminant analysis for multi-labeled problems", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "7", MONTH = "May", PAGES = "878-887", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130657"} @article{bb134642, AUTHOR = "Han, Y. and Wu, F. and Zhuang, Y.T. and He, X.", TITLE = "Multi-Label Transfer Learning With Sparse Representation", JOURNAL = CirSysVideo, VOLUME = "20", YEAR = "2010", NUMBER = "8", MONTH = "August", PAGES = "1110-1121", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130658"} @article{bb134643, AUTHOR = "Diez, J. and del Coz, J.J. and Bahamonde, A.", TITLE = "A semi-dependent decomposition approach to learn hierarchical classifiers", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "11", MONTH = "November", PAGES = "3795-3804", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130659"} @article{bb134644, AUTHOR = "Barranquero, J. and Diez, J. and del Coz, J.J.", TITLE = "Quantification-oriented learning based on reliable classifiers", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "2", PAGES = "591-604", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130660"} @article{bb134645, AUTHOR = "Xu, J.H.", TITLE = "Fast multi-label core vector machine", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "885-898", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130661"} @article{bb134646, AUTHOR = "Xu, J.H.", TITLE = "Multi-label core vector machine with a zero label", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "7", PAGES = "2542-2557", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130662"} @article{bb134647, AUTHOR = "Park, S. and Choi, S.J.", TITLE = "Max-margin embedding for multi-label learning", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "3", MONTH = "February", PAGES = "292-298", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130663"} @article{bb134648, AUTHOR = "Yuan, Y. and Wu, F. and Shao, J. and Zhuang, Y.T.", TITLE = "Image annotation by semi-supervised cross-domain learning with group sparsity", JOURNAL = JVCIR, VOLUME = "24", YEAR = "2013", NUMBER = "2", MONTH = "February", PAGES = "95-102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130664"} @article{bb134649, AUTHOR = "Kocev, D. and Vens, C. and Struyf, J. and Dzeroski, S.", TITLE = "Tree ensembles for predicting structured outputs", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "817-833", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130665"} @article{bb134650, AUTHOR = "Naula, P. and Airola, A. and Salakoski, T. and Pahikkala, T.", TITLE = "Multi-label learning under feature extraction budgets", JOURNAL = PRL, VOLUME = "40", YEAR = "2014", NUMBER = "1", PAGES = "56-65", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130666"} @article{bb134651, AUTHOR = "Wang, S.F. and Wang, J. and Wang, Z.Y. and Ji, Q.A.", TITLE = "Enhancing multi-label classification by modeling dependencies among labels", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "10", PAGES = "3405-3413", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130667"} @article{bb134652, AUTHOR = "Montanes, E. and Senge, R. and Barranquero, J. and Quevedo, J.R. and del Coz, J.J. and Hullermeier, E.", TITLE = "Dependent binary relevance models for multi-label classification", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "3", PAGES = "1494-1508", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130668"} @article{bb134653, AUTHOR = "Wever, M. and Tornede, A. and Mohr, F. and Hullermeier, E.", TITLE = "AutoML for Multi-Label Classification: Overview and Empirical Evaluation", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "9", MONTH = "September", PAGES = "3037-3054", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130669"} @article{bb134654, AUTHOR = "Madjarov, G. and Gjorgjevikj, D. and Dzeroski, S.", TITLE = "Two stage architecture for multi-label learning", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "3", MONTH = "March", PAGES = "1019-1034", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130670"} @inproceedings{bb134655, 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#TT130671"} @article{bb134656, 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#TT130672"} @article{bb134657, 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#TT130673"} @article{bb134658, 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#TT130674"} @article{bb134659, 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#TT130675"} @article{bb134660, 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#TT130676"} @article{bb134661, 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#TT130677"} @article{bb134662, 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#TT130678"} @article{bb134663, 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#TT130679"} @article{bb134664, 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#TT130680"} @article{bb134665, 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#TT130681"} @article{bb134666, 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#TT130682"} @article{bb134667, 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#TT130683"} @article{bb134668, 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#TT130684"} @article{bb134669, 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#TT130685"} @article{bb134670, 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#TT130686"} @article{bb134671, 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#TT130687"} @article{bb134672, 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#TT130688"} @article{bb134673, 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#TT130689"} @article{bb134674, 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#TT130690"} @article{bb134675, 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#TT130691"} @article{bb134676, 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#TT130692"} @article{bb134677, 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#TT130693"} @article{bb134678, 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#TT130694"} @article{bb134679, 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#TT130695"} @article{bb134680, 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#TT130696"} @article{bb134681, 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#TT130697"} @inproceedings{bb134682, 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#TT130698"} @article{bb134683, 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#TT130699"} @article{bb134684, 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#TT130700"} @inproceedings{bb134685, 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#TT130701"} @article{bb134686, 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#TT130702"} @article{bb134687, 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#TT130703"} @article{bb134688, 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#TT130704"} @article{bb134689, 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#TT130705"} @inproceedings{bb134690, 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#TT130706"} @article{bb134691, 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#TT130707"} @article{bb134692, 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#TT130708"} @inproceedings{bb134693, 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#TT130709"} @inproceedings{bb134694, 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#TT130710"} @article{bb134695, AUTHOR = "Du, G.D. and Zhang, J. and Zhang, N. and Wu, H.R. and Wu, P.L. and Li, S.Z.", TITLE = "Semi-Supervised Imbalanced Multi-Label Classification with Label Propagation", JOURNAL = PR, VOLUME = "150", YEAR = "2024", PAGES = "110358", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130711"} @article{bb134696, AUTHOR = "Tan, A. and Liang, J. and Wu, W.Z. and Zhang, J.", TITLE = "Semi-Supervised Partial Multi-Label Classification via Consistency Learning", JOURNAL = PR, VOLUME = "131", YEAR = "2022", PAGES = "108839", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130712"} @article{bb134697, 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#TT130713"} @article{bb134698, 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#TT130713"} @article{bb134699, 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#TT130714"}