@inproceedings{bb124600,
        AUTHOR = "Guan, H.J. and Zhang, Y.T. and Xian, M. and Cheng, H.D. and Tang, X.L.",
        TITLE = "WENN for individualized cleaning in imbalanced data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "456-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120682"}

@inproceedings{bb124601,
        AUTHOR = "Tax, D.M.J. and Wang, F.",
        TITLE = "Class-dependent, non-convex losses to optimize precision",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3314-3319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120683"}

@inproceedings{bb124602,
        AUTHOR = "Huang, C. and Li, Y. and Loy, C.C. and Tang, X.",
        TITLE = "Learning Deep Representation for Imbalanced Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5375-5384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120684"}

@inproceedings{bb124603,
        AUTHOR = "Rong, T. and Tian, X. and Ng, W.W.Y.",
        TITLE = "Location bagging-based undersampling for imbalanced classification
problems",
        BOOKTITLE = ICWAPR16,
        YEAR = "2016",
        PAGES = "72-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120685"}

@inproceedings{bb124604,
        AUTHOR = "Alejo, R. and Monroy de Jesus, J. and Pacheco Sanchez, J.H. and Valdovinos, R.M. and Antonio Velazquez, J.A. and Marcial Romero, J.R.",
        TITLE = "Analysing the Safe, Average and Border Samples on Two-Class Imbalance
Problems in the Back-Propagation Domain",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "699-707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120686"}

@inproceedings{bb124605,
        AUTHOR = "Mera, C. and Arrieta, J. and Orozco Alzate, M. and Branch, J.",
        TITLE = "A Bag Oversampling Approach for Class Imbalance in Multiple Instance
Learning",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "724-731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120687"}

@inproceedings{bb124606,
        AUTHOR = "Mera, C. and Orozco Alzate, M. and Branch, J.",
        TITLE = "Improving Representation of the Positive Class in Imbalanced
Multiple-Instance Learning",
        BOOKTITLE = ICIAR14,
        YEAR = "2014",
        PAGES = "I: 266-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120688"}

@inproceedings{bb124607,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Ochoa Dominguez, H.J. and Cleofas Sanchez, L.",
        TITLE = "Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts
and Noise",
        BOOKTITLE = IbPRIA15,
        YEAR = "2015",
        PAGES = "370-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120689"}

@inproceedings{bb124608,
        AUTHOR = "Famili, A.F.",
        TITLE = "Searching for Patterns in Imbalanced Data",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "159-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120690"}

@inproceedings{bb124609,
        AUTHOR = "Kockentiedt, S. and Tonnies, K. and Gierke, E.",
        TITLE = "Predicting the Influence of Additional Training Data on Classification
Performance for Imbalanced Data",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "377-387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120691"}

@inproceedings{bb124610,
        AUTHOR = "Sandhan, T. and Choi, J.Y.",
        TITLE = "Handling Imbalanced Datasets by Partially Guided Hybrid Sampling for
Pattern Recognition",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1449-1453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120692"}

@inproceedings{bb124611,
        AUTHOR = "Giraldo Forero, A.F. and Jaramillo Garzon, J.A. and Ruiz Munoz, J.F.",
        TITLE = "Managing Imbalanced Data Sets in Multi-label Problems:
A Case Study with the SMOTE Algorithm",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:334-342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120693"}

@inproceedings{bb124612,
        AUTHOR = "Hernandez, J. and Carrasco Ochoa, J.A. and Martinez Trinidad, J.F.",
        TITLE = "An Empirical Study of Oversampling and Undersampling for Instance
Selection Methods on Imbalance Datasets",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:262-269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120694"}

@inproceedings{bb124613,
        AUTHOR = "Song, Y. and Morency, L.P. and Davis, R.",
        TITLE = "Distribution-sensitive learning for imbalanced datasets",
        BOOKTITLE = FG13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120695"}

@inproceedings{bb124614,
        AUTHOR = "Alejo, R. and Toribio, P. and Valdovinos, R.M. and Pacheco Sanchez, J.H.",
        TITLE = "A Modified Back-Propagation Algorithm to Deal with Severe Two-Class
Imbalance Problems on Neural Networks",
        BOOKTITLE = MCPR12,
        YEAR = "2012",
        PAGES = "265-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120696"}

@inproceedings{bb124615,
        AUTHOR = "Gonzalez Barcenas, V.M. and Rendon, E. and Alejo, R. and Granda Gutierrez, E.E. and Valdovinos, R.M.",
        TITLE = "Addressing the Big Data Multi-class Imbalance Problem with Oversampling
and Deep Learning Neural Networks",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:216-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120697"}

@inproceedings{bb124616,
        AUTHOR = "Alejo, R. and Martinez Sotoca, J. and Casan, G.A.",
        TITLE = "An Empirical Study for the Multi-class Imbalance Problem with Neural
Networks",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "479-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120698"}

@inproceedings{bb124617,
        AUTHOR = "Utasi, A.",
        TITLE = "Weighted conditional mutual information based boosting for
classification of imbalanced datasets",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2711-2714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120699"}

@inproceedings{bb124618,
        AUTHOR = "d'Ambrosio, R. and Iannello, G. and Soda, P.",
        TITLE = "A One-per-Class reconstruction rule for class imbalance learning",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1310-1313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120700"}

@inproceedings{bb124619,
        AUTHOR = "d'Ambrosio, R. and Soda, P.",
        TITLE = "Polichotomies on Imbalanced Domains by One-per-Class Compensated
Reconstruction Rule",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "301-309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120701"}

@inproceedings{bb124620,
        AUTHOR = "Millan Giraldo, M. and Garcia, V. and Sanchez, J.S.",
        TITLE = "One-Sided Prototype Selection on Class Imbalanced Dissimilarity
Matrices",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "391-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120702"}

@inproceedings{bb124621,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
        TITLE = "Classification of High Dimensional and Imbalanced Hyperspectral Imagery
Data",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "644-651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120703"}

@inproceedings{bb124622,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "Theoretical Analysis of a Performance Measure for Imbalanced Data",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "617-620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120704"}

@inproceedings{bb124623,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "Index of Balanced Accuracy: A Performance Measure for Skewed Class
Distributions",
        BOOKTITLE = IbPRIA09,
        YEAR = "2009",
        PAGES = "441-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120705"}

@inproceedings{bb124624,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "A New Performance Evaluation Method for Two-Class Imbalanced Problems",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "917-925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120706"}

@inproceedings{bb124625,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
        TITLE = "An Empirical Study of the Behavior of Classifiers on Imbalanced and
Overlapped Data Sets",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "397-406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120707"}

@inproceedings{bb124626,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S. and Alejo, R. and Martinez Sotoca, J.",
        TITLE = "When Overlapping Unexpectedly Alters the Class Imbalance Effects",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "II: 499-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120708"}

@inproceedings{bb124627,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Multi-class Pattern Classification in Imbalanced Data",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2881-2884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120709"}

@inproceedings{bb124628,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Learning in imbalanced relational data",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120710"}

@inproceedings{bb124629,
        AUTHOR = "Yin, D.W. and An, C. and Baird, H.S.",
        TITLE = "Imbalance and Concentration in k-NN Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2170-2173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120711"}

@inproceedings{bb124630,
        AUTHOR = "Nguyen, G.H. and Bouzerdoum, A. and Phung, S.L.",
        TITLE = "A supervised learning approach for imbalanced data sets",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120712"}

@inproceedings{bb124631,
        AUTHOR = "Molinara, M. and Ricamato, M.T. and Tortorella, F.",
        TITLE = "Facing Imbalanced Classes through Aggregation of Classifiers",
        BOOKTITLE = CIAP07,
        YEAR = "2007",
        PAGES = "43-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120713"}

@inproceedings{bb124632,
        AUTHOR = "Cheng, H.T. and Chen, C.S.",
        TITLE = "A Complementary Ordering Method for Class Imbalanced Problem",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 429-432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120714"}

@inproceedings{bb124633,
        AUTHOR = "Cantador, I. and Dorronsoro, J.R.",
        TITLE = "Parallel Perceptrons, Activation Margins and Imbalanced Training Set
Pruning",
        BOOKTITLE = IbPRIA05,
        YEAR = "2005",
        PAGES = "II:43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120715"}

@article{bb124634,
        AUTHOR = "Yang, C.Y. and Zhou, J.",
        TITLE = "Non-stationary data sequence classification using online class priors
estimation",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2656-2664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120716"}

@article{bb124635,
        AUTHOR = "Zhang, Z.H. and Zhou, J.",
        TITLE = "Transfer estimation of evolving class priors in data stream
classification",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3151-3161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120717"}

@article{bb124636,
        AUTHOR = "Gao, X.B. and Wang, X.M. and Li, X.L. and Tao, D.C.",
        TITLE = "Transfer latent variable model based on divergence analysis",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2358-2366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120718"}

@article{bb124637,
        AUTHOR = "Pang, J. and Huang, Q. and Yan, S. and Jiang, S. and Qin, L.",
        TITLE = "Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1388-1400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120719"}

@article{bb124638,
        AUTHOR = "di Carlo, S. and Falasconi, M. and Sanchez, E. and Scionti, A. and Squillero, G. and Tonda, A.",
        TITLE = "Increasing pattern recognition accuracy for chemical sensing by
evolutionary based drift compensation",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1594-1603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120720"}

@article{bb124639,
        AUTHOR = "Goncalves, P.M. and Maior de Barros, R.S.",
        TITLE = "RCD: A recurring concept drift framework",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1018-1025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120721"}

@article{bb124640,
        AUTHOR = "Salakhutdinov, R. and Tenenbaum, J.B. and Torralba, A.B.",
        TITLE = "Learning with Hierarchical-Deep Models",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "8",
        PAGES = "1958-1971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120722"}

@inproceedings{bb124641,
        AUTHOR = "Salakhutdinov, R. and Torralba, A.B. and Tenenbaum, J.B.",
        TITLE = "Learning to share visual appearance for multiclass object detection",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1481-1488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120723"}

@article{bb124642,
        AUTHOR = "Lin, D. and An, X. and Zhang, J.",
        TITLE = "Double-bootstrapping source data selection for instance-based transfer
learning",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1279-1285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120724"}

@article{bb124643,
        AUTHOR = "Varga, R. and Nedevschi, S.",
        TITLE = "Label Transfer by Measuring Compactness",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "4711-4723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120725"}

@article{bb124644,
        AUTHOR = "Li, Q. and Chen, X.W. and Song, Y.F. and Zhang, Y. and Jin, X. and Zhao, Q.P.",
        TITLE = "Geodesic Propagation for Semantic Labeling",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4812-4825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120726"}

@inproceedings{bb124645,
        AUTHOR = "Chen, X.W. and Li, Q. and Song, Y.F. and Jin, X. and Zhao, Q.P.",
        TITLE = "Supervised Geodesic Propagation for Semantic Label Transfer",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "III: 553-565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120727"}

@inproceedings{bb124646,
        AUTHOR = "Khamis, S. and Lampert, C.H.",
        TITLE = "CoConut: Co-Classification with Output Space Regularization",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120728"}

@article{bb124647,
        AUTHOR = "Fang, M. and Guo, Y. and Zhang, X.S. and Li, X.",
        TITLE = "Multi-source transfer learning based on label shared subspace",
        JOURNAL = PRL,
        VOLUME = "51",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "101-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120729"}

@article{bb124648,
        AUTHOR = "Sun, C. and Bao, B.K. and Xu, C.S.",
        TITLE = "Knowing Verb From Object:
Retagging With Transfer Learning on Verb-Object Concept Images",
        JOURNAL = MultMed,
        VOLUME = "17",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1747-1759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120730"}

@article{bb124649,
        AUTHOR = "Xu, Y. and Fang, X. and Wu, J. and Li, X. and Zhang, D.",
        TITLE = "Discriminative Transfer Subspace Learning via Low-Rank and Sparse
Representation",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "850-863",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120731"}

@article{bb124650,
        AUTHOR = "Deng, C. and Tang, X. and Yan, J. and Liu, W. and Gao, X.",
        TITLE = "Discriminative Dictionary Learning With Common Label Alignment for
Cross-Modal Retrieval",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "208-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120732"}

@article{bb124651,
        AUTHOR = "Mudunuri, S.P. and Biswas, S.",
        TITLE = "A coupled discriminative dictionary and transformation learning
approach with applications to cross domain matching",
        JOURNAL = PRL,
        VOLUME = "71",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "38-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120733"}

@article{bb124652,
        AUTHOR = "Mandal, D. and Biswas, S.",
        TITLE = "Generalized Coupled Dictionary Learning Approach With Applications to
Cross-Modal Matching",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3826-3837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120734"}

@article{bb124653,
        AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
        TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching in
Canonical Space",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3995-4004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120735"}

@inproceedings{bb124654,
        AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
        TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching RGBD Data",
        BOOKTITLE = Biometrics16,
        YEAR = "2016",
        PAGES = "243-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120736"}

@article{bb124655,
        AUTHOR = "An, T.H. and Hong, K.S.",
        TITLE = "Label transfer via sparse representation",
        JOURNAL = PRL,
        VOLUME = "70",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120737"}

@article{bb124656,
        AUTHOR = "Zhang, L. and Zuo, W.M. and Zhang, D.",
        TITLE = "LSDT: Latent Sparse Domain Transfer Learning for Visual Adaptation",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1177-1191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120738"}

@article{bb124657,
        AUTHOR = "Zhou, S. and Smirnov, E. and Schoenmakers, G. and Driessens, K. and Peeters, R.",
        TITLE = "Testing exchangeability for transfer decision",
        JOURNAL = PRL,
        VOLUME = "88",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "64-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120739"}

@article{bb124658,
        AUTHOR = "Qi, G.J. and Liu, W. and Aggarwal, C. and Huang, T.",
        TITLE = "Joint Intermodal and Intramodal Label Transfers for Extremely Rare or
Unseen Classes",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1360-1373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120740"}

@article{bb124659,
        AUTHOR = "Wang, J. and Wang, G.Q. and Li, L.",
        TITLE = "Image Pattern Similarity Index and Its Application to Task-Specific
Transfer Learning",
        JOURNAL = IEICE,
        VOLUME = "E100-D",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3032-3035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120741"}

@article{bb124660,
        AUTHOR = "Gao, N.N. and Huang, S.J. and Yan, Y.F. and Chen, S.C.",
        TITLE = "Cross modal similarity learning with active queries",
        JOURNAL = PR,
        VOLUME = "75",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "214-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120742"}

@article{bb124661,
        AUTHOR = "Zhang, B.C. and Perina, A. and Li, C. and Ye, Q.X. and Murino, V. and del Bue, A.",
        TITLE = "Manifold constraint transfer for visual structure-driven optimization",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "87-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120743"}

@article{bb124662,
        AUTHOR = "Kumar, S. and Dhiman, V. and Koch, P.A. and Corso, J.J.",
        TITLE = "Learning Compositional Sparse Bimodal Models",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1032-1044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120744"}

@article{bb124663,
        AUTHOR = "Zheng, F. and Tang, Y. and Shao, L.",
        TITLE = "Hetero-Manifold Regularisation for Cross-Modal Hashing",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1059-1071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120745"}

@inproceedings{bb124664,
        AUTHOR = "Zhu, F. and Shao, L. and Tang, J.",
        TITLE = "Boosted Cross-Domain Categorization",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120746"}

@article{bb124665,
        AUTHOR = "Chang, H. and Han, J. and Zhong, C. and Snijders, A.M. and Mao, J.H.",
        TITLE = "Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse
Coding for Biomedical Applications",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1182-1194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120747"}

@article{bb124666,
        AUTHOR = "Peng, P.X. and Tian, Y.H. and Xiang, T. and Wang, Y.W. and Pontil, M. and Huang, T.J.",
        TITLE = "Joint Semantic and Latent Attribute Modelling for Cross-Class
Transfer Learning",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1625-1638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120748"}

@article{bb124667,
        AUTHOR = "Guo, X. and Wang, S. and Tie, Y. and Qi, L. and Guan, L.",
        TITLE = "Joint intermodal and intramodal correlation preservation for
semi-paired learning",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "36-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120749"}

@article{bb124668,
        AUTHOR = "Shi, Q. and Liu, X. and Huang, X.",
        TITLE = "An Active Relearning Framework for Remote Sensing Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3468-3486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120750"}

@article{bb124669,
        AUTHOR = "Han, W. and Feng, R. and Wang, L.Z. and Cheng, Y.F.",
        TITLE = "A semi-supervised generative framework with deep learning features
for high-resolution remote sensing image scene classification",
        JOURNAL = PandRS,
        VOLUME = "145",
        YEAR = "2018",
        PAGES = "23-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120751"}

@article{bb124670,
        AUTHOR = "Ding, Z. and Fu, Y.",
        TITLE = "Dual Low-Rank Decompositions for Robust Cross-View Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "194-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120752"}

@article{bb124671,
        AUTHOR = "Ma, Z.C. and Chen, S.C. and Ma, D.",
        TITLE = "Heterogeneous multi-output classification by structured conditional
risk minimization",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "50-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120753"}

@article{bb124672,
        AUTHOR = "Duan, L.J. and En, Q. and Qiao, Y.H. and Cui, S. and Qing, L.Y.",
        TITLE = "Deep feature representation based on privileged knowledge transfer",
        JOURNAL = PRL,
        VOLUME = "119",
        YEAR = "2019",
        PAGES = "62-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120754"}

@article{bb124673,
        AUTHOR = "Shi, Q. and Zhang, Y.P. and Liu, X.P. and Zhao, K.",
        TITLE = "Regularised transfer learning for hyperspectral image classification",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "188-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120755"}

@article{bb124674,
        AUTHOR = "Tang, X.Y. and Du, B. and Huang, J.Z. and Wang, Z. and Zhang, L.F.",
        TITLE = "On combining active and transfer learning for medical data
classification",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "194-205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120756"}

@article{bb124675,
        AUTHOR = "Luo, Y. and Wen, Y.G. and Liu, T.L. and Tao, D.C.",
        TITLE = "Transferring Knowledge Fragments for Learning Distance Metric from a
Heterogeneous Domain",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1013-1026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120757"}

@article{bb124676,
        AUTHOR = "Deng, C. and Xue, Y.M. and Liu, X.L. and Li, C. and Tao, D.C.",
        TITLE = "Active Transfer Learning Network: A Unified Deep Joint
Spectral-Spatial Feature Learning Model for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1741-1754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120758"}

@article{bb124677,
        AUTHOR = "Ji, R.R. and Gao, Y. and Hong, R.C. and Liu, Q. and Tao, D.C. and Li, X.L.",
        TITLE = "Spectral-Spatial Constraint Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1811-1824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120759"}

@article{bb124678,
        AUTHOR = "Luo, F. and Du, B. and Zhang, L.P. and Zhang, L.F. and Tao, D.C.",
        TITLE = "Feature Learning Using Spatial-Spectral Hypergraph Discriminant
Analysis for Hyperspectral Image",
        JOURNAL = Cyber,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2406-2419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120760"}

@article{bb124679,
        AUTHOR = "Ye, R. and Dai, Q. and Li, M.L.",
        TITLE = "A hybrid transfer learning algorithm incorporating TrSVM with GASEN",
        JOURNAL = PR,
        VOLUME = "92",
        YEAR = "2019",
        PAGES = "192-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120761"}

@article{bb124680,
        AUTHOR = "Wang, C. and Tuo, H.Y. and Wang, J.X. and Qiao, L.F.",
        TITLE = "Discriminative transfer learning via local and global structure
preservation",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "753-760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120762"}

@article{bb124681,
        AUTHOR = "Zhang, J. and Li, W.Q. and Ogunbona, P. and Xu, D.",
        TITLE = "Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition:
A Problem-Oriented Perspective",
        JOURNAL = Surveys,
        VOLUME = "51",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "Article No 7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120763"}

@article{bb124682,
        AUTHOR = "Xue, S. and Lu, J. and Zhang, G.Q.",
        TITLE = "Cross-domain network representations",
        JOURNAL = PR,
        VOLUME = "94",
        YEAR = "2019",
        PAGES = "135-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120764"}

@article{bb124683,
        AUTHOR = "Yu, X. and Jiang, F. and Du, J.W. and Gong, D.W.",
        TITLE = "A cross-domain collaborative filtering algorithm with expanding user
and item features via the latent factor space of auxiliary domains",
        JOURNAL = PR,
        VOLUME = "94",
        YEAR = "2019",
        PAGES = "96-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120765"}

@article{bb124684,
        AUTHOR = "Rostami, M. and Kolouri, S. and Eaton, E. and Kim, K.",
        TITLE = "Deep Transfer Learning for Few-Shot SAR Image Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120766"}

@article{bb124685,
        AUTHOR = "Hong, D. and Yokoya, N. and Chanussot, J. and Zhu, X.X.",
        TITLE = "CoSpace: Common Subspace Learning From Hyperspectral-Multispectral
Correspondences",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4349-4359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120767"}

@article{bb124686,
        AUTHOR = "Chen, W. and Hsu, T.H. and Tsai, Y.H. and Chen, M. and Wang, Y.F.",
        TITLE = "Transfer Neural Trees: Semi-Supervised Heterogeneous Domain
Adaptation and Beyond",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "4620-4633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120768"}

@article{bb124687,
        AUTHOR = "Tan, M. and Yu, J. and Zhang, H.Y. and Rui, Y. and Tao, D.C.",
        TITLE = "Image Recognition by Predicted User Click Feature With Multidomain
Multitask Transfer Deep Network",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "6047-6062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120769"}

@article{bb124688,
        AUTHOR = "Yan, C. and Li, L. and Zhang, C. and Liu, B. and Zhang, Y. and Dai, Q.",
        TITLE = "Cross-Modality Bridging and Knowledge Transferring for Image
Understanding",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2675-2685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120770"}

@article{bb124689,
        AUTHOR = "Li, X.H. and Grandvalet, Y. and Davoine, F.",
        TITLE = "A baseline regularization scheme for transfer learning with
convolutional neural networks",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120771"}

@article{bb124690,
        AUTHOR = "Sanodiya, R.K. and Mathew, J.",
        TITLE = "A novel unsupervised Globality-Locality Preserving Projections in
transfer learning",
        JOURNAL = IVC,
        VOLUME = "90",
        YEAR = "2019",
        PAGES = "103802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120772"}

@article{bb124691,
        AUTHOR = "Han, N. and Wu, J. and Fang, X. and Xie, S. and Zhan, S. and Xie, K. and Li, X.",
        TITLE = "Latent Elastic-Net Transfer Learning",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "2820-2833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120773"}

@article{bb124692,
        AUTHOR = "Pires de Lima, R. and Marfurt, K.",
        TITLE = "Convolutional Neural Network for Remote-Sensing Scene Classification:
Transfer Learning Analysis",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2019",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120774"}

@article{bb124693,
        AUTHOR = "Zhang, B. and Yang, W. and Wang, Z. and Zhuo, L. and Han, J. and Zhen, X.",
        TITLE = "The Structure Transfer Machine: Theory and Applications",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "2889-2902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120775"}

@article{bb124694,
        AUTHOR = "Das, D. and Lee, C.S.G.",
        TITLE = "A Two-Stage Approach to Few-Shot Learning for Image Recognition",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3336-3350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120776"}

@article{bb124695,
        AUTHOR = "Gholenji, E. and Tahmoresnezhad, J.",
        TITLE = "Joint local and statistical discriminant learning via feature alignment",
        JOURNAL = SIViP,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "609-616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120777"}

@article{bb124696,
        AUTHOR = "Peng, Z. and Zhang, W. and Han, N. and Fang, X. and Kang, P. and Teng, L.",
        TITLE = "Active Transfer Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1022-1036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120778"}

@article{bb124697,
        AUTHOR = "Dong, R.M. and Li, C. and Fu, H.H. and Wang, J. and Li, W.J. and Yao, Y. and Gan, L. and Yu, L. and Gong, P.",
        TITLE = "Improving 3-m Resolution Land Cover Mapping through Efficient
Learning from an Imperfect 10-m Resolution Map",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120779"}

@article{bb124698,
        AUTHOR = "Liu, W. and Qin, R.",
        TITLE = "A MultiKernel Domain Adaptation Method for Unsupervised Transfer
Learning on Cross-Source and Cross-Region Remote Sensing Data
Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4279-4289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120780"}

@article{bb124699,
        AUTHOR = "Lu, Y. and Luo, L.K. and Huang, D. and Wang, Y.H. and Chen, L.M.",
        TITLE = "Knowledge Transfer in Vision Recognition: A Survey",
        JOURNAL = Surveys,
        VOLUME = "53",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120781"}