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@article{bb110013,
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        AUTHOR = "Kim, K.",
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@article{bb110021,
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@inproceedings{bb110024,
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@inproceedings{bb110025,
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@inproceedings{bb110026,
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@inproceedings{bb110027,
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@inproceedings{bb110028,
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@inproceedings{bb110029,
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@inproceedings{bb110030,
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@inproceedings{bb110031,
        AUTHOR = "He, C. and Wang, R.P. and Chen, X.L.",
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@inproceedings{bb110032,
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@inproceedings{bb110033,
        AUTHOR = "Yu, W.P. and Yang, T. and Chen, C.",
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@inproceedings{bb110034,
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@inproceedings{bb110035,
        AUTHOR = "Tripathi, A. and Chakraborty, R. and Kopparapu, S.I.K.",
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@inproceedings{bb110036,
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@inproceedings{bb110037,
        AUTHOR = "Kocaman, V. and Shir, O.M. and Back, T.",
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@inproceedings{bb110038,
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@inproceedings{bb110039,
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@inproceedings{bb110040,
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@inproceedings{bb110041,
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@inproceedings{bb110042,
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@inproceedings{bb110043,
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@inproceedings{bb110044,
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@inproceedings{bb110045,
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@inproceedings{bb110046,
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@inproceedings{bb110047,
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@inproceedings{bb110048,
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@inproceedings{bb110049,
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@inproceedings{bb110051,
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@inproceedings{bb110052,
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@inproceedings{bb110053,
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@inproceedings{bb110054,
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@inproceedings{bb110055,
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@inproceedings{bb110056,
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@inproceedings{bb110057,
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@inproceedings{bb110058,
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@inproceedings{bb110059,
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@inproceedings{bb110060,
        AUTHOR = "Langenkamper, D. and van Kevelaer, R. and Nattkemper, T.W.",
        TITLE = "Strategies for Tackling the Class Imbalance Problem in Marine Image
Classification",
        BOOKTITLE = CVAUI18,
        YEAR = "2018",
        PAGES = "26-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT106338"}

@inproceedings{bb110061,
        AUTHOR = "Liang, P. and Yuan, X. and Li, W. and Hu, J.",
        TITLE = "A Segmented Local Offset Method for Imbalanced Data Classification
Using Quasi-Linear Support Vector Machine",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "746-751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT106339"}

@inproceedings{bb110062,
        AUTHOR = "Sarafianos, N. and Xu, X. and Kakadiaris, I.A.",
        TITLE = "Deep Imbalanced Attribute Classification Using Visual Attention
Aggregation",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XI: 708-725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT106340"}

@inproceedings{bb110063,
        AUTHOR = "Nguyen, T.T.T. and Liew, A.W.C. and Nguyen, T.T. and Wang, S.",
        TITLE = "A Novel Bayesian Framework for Online Imbalanced Learning",
        BOOKTITLE = DICTA17,
        YEAR = "2017",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT106341"}

@inproceedings{bb110064,
        AUTHOR = "Sze To, A. and Wong, A.K.C.",
        TITLE = "A Weight-Selection Strategy on Training Deep Neural Networks for
Imbalanced Classification",
        BOOKTITLE = ICIAR17,
        YEAR = "2017",
        PAGES = "3-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT106342"}

@inproceedings{bb110065,
        AUTHOR = "Cruz, R. and Fernandes, K. and Pinto Costa, J.F. and Ortiz, M.P. and Cardoso, J.S.",
        TITLE = "Ordinal Class Imbalance with Ranking",
        BOOKTITLE = IbPRIA17,
        YEAR = "2017",
        PAGES = "3-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT106343"}

@inproceedings{bb110066,
        AUTHOR = "Soleymani, R. and Granger, E. and Fumera, G.",
        TITLE = "Loss factors for learning Boosting ensembles from imbalanced data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "204-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT106344"}

@inproceedings{bb110067,
        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#TT106345"}

@inproceedings{bb110068,
        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#TT106346"}

@inproceedings{bb110069,
        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#TT106347"}

@inproceedings{bb110070,
        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#TT106348"}

@inproceedings{bb110071,
        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#TT106349"}

@inproceedings{bb110072,
        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#TT106350"}

@inproceedings{bb110073,
        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#TT106351"}

@inproceedings{bb110074,
        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#TT106352"}

@inproceedings{bb110075,
        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#TT106353"}

@inproceedings{bb110076,
        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#TT106354"}

@inproceedings{bb110077,
        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#TT106355"}

@inproceedings{bb110078,
        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#TT106356"}

@inproceedings{bb110079,
        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#TT106357"}

@inproceedings{bb110080,
        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#TT106358"}

@inproceedings{bb110081,
        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#TT106359"}

@inproceedings{bb110082,
        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#TT106360"}

@inproceedings{bb110083,
        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#TT106361"}

@inproceedings{bb110084,
        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#TT106362"}

@inproceedings{bb110085,
        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#TT106363"}

@inproceedings{bb110086,
        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#TT106364"}

@inproceedings{bb110087,
        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#TT106365"}

@inproceedings{bb110088,
        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#TT106366"}

@inproceedings{bb110089,
        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#TT106367"}

@inproceedings{bb110090,
        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#TT106368"}

@inproceedings{bb110091,
        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#TT106369"}

@inproceedings{bb110092,
        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#TT106370"}

@inproceedings{bb110093,
        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#TT106371"}

@inproceedings{bb110094,
        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#TT106372"}

@inproceedings{bb110095,
        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#TT106373"}

@inproceedings{bb110096,
        AUTHOR = "Yin, D. 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#TT106374"}

@inproceedings{bb110097,
        AUTHOR = "Merler, M. and Yan, R. and Smith, J.R.",
        TITLE = "Imbalanced RankBoost for efficiently ranking large-scale image/video
collections",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2607-2614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT106375"}

@inproceedings{bb110098,
        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#TT106376"}

@inproceedings{bb110099,
        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#TT106377"}

Last update:Jan 13, 2022 at 22:02:22