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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104311"}

@article{bb108001,
        AUTHOR = "Saez, J.A. and Krawczyk, B. and Wozniak, M.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104312"}

@article{bb108002,
        AUTHOR = "Vluymans, S. and Tarrago, D.S. and Saeys, Y. and Cornelis, C. and Herrera, F.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104313"}

@article{bb108003,
        AUTHOR = "Ng, W.W.Y. and Zeng, G.J. and Zhang, J.J. and Yeung, D.S. and Pedrycz, W.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104314"}

@article{bb108004,
        AUTHOR = "Zhang, X.Z. and Li, Y.X. and Kotagiri, R. and Wu, L.F. and Tari, Z. and Cheriet, M.",
        TITLE = "KRNN: k Rare-class Nearest Neighbour classification",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104315"}

@article{bb108005,
        AUTHOR = "Zhu, C.M. and Wang, Z.",
        TITLE = "Entropy-based matrix learning machine for imbalanced data sets",
        JOURNAL = PRL,
        VOLUME = "88",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "72-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104316"}

@article{bb108006,
        AUTHOR = "Xu, Y.",
        TITLE = "Maximum Margin of Twin Spheres Support Vector Machine for Imbalanced
Data Classification",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1540-1550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104317"}

@article{bb108007,
        AUTHOR = "Gonzalez, S. and Garcia, S. and Lazaro, M. and Figueiras Vidal, A.R. and Herrera, F.",
        TITLE = "Class Switching according to Nearest Enemy Distance for learning from
highly imbalanced data-sets",
        JOURNAL = PR,
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        YEAR = "2017",
        NUMBER = "1",
        PAGES = "12-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104318"}

@article{bb108008,
        AUTHOR = "Devi, D. and Biswas, S.K. and Purkayastha, B.",
        TITLE = "Redundancy-driven modified Tomek-link based undersampling:
A solution to class imbalance",
        JOURNAL = PRL,
        VOLUME = "93",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "3-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104319"}

@article{bb108009,
        AUTHOR = "Tang, B. and He, H.B.",
        TITLE = "GIR-based ensemble sampling approaches for imbalanced learning",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "306-319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104320"}

@article{bb108010,
        AUTHOR = "Zhu, T.F. and Lin, Y.P. and Liu, Y.",
        TITLE = "Synthetic minority oversampling technique for multiclass imbalance
problems",
        JOURNAL = PR,
        VOLUME = "72",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "327-340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104321"}

@article{bb108011,
        AUTHOR = "Ortigosa Hernandez, J. and Inza, I. and Lozano, J.A.",
        TITLE = "Measuring the class-imbalance extent of multi-class problems",
        JOURNAL = PRL,
        VOLUME = "98",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "32-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104322"}

@article{bb108012,
        AUTHOR = "Kang, Q. and Chen, X. and Li, S. and Zhou, M.",
        TITLE = "A Noise-Filtered Under-Sampling Scheme for Imbalanced Classification",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4263-4274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104323"}

@article{bb108013,
        AUTHOR = "Castellanos, F.J. and Valero Mas, J.J. and Calvo Zaragoza, J. and Rico Juan, J.R.",
        TITLE = "Oversampling imbalanced data in the string space",
        JOURNAL = PRL,
        VOLUME = "103",
        YEAR = "2018",
        PAGES = "32-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104324"}

@article{bb108014,
        AUTHOR = "Yuan, X.H. and Xie, L.J. and Abouelenien, M.",
        TITLE = "A regularized ensemble framework of deep learning for cancer
detection from multi-class, imbalanced training data",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "160-172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104325"}

@article{bb108015,
        AUTHOR = "Krawczyk, B. and McInnes, B.T.",
        TITLE = "Local ensemble learning from imbalanced and noisy data for word sense
disambiguation",
        JOURNAL = PR,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "103-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104326"}

@article{bb108016,
        AUTHOR = "Fernandez Baldera, A. and Buenaposada, J.M. and Baumela, L.",
        TITLE = "BAdaCost: Multi-class Boosting with Costs",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "467-479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104327"}

@inproceedings{bb108017,
        AUTHOR = "Fernandez Baldera, A. and Buenaposada, J.M. and Baumela, L.",
        TITLE = "Multi-class Boosting for Imbalanced Data",
        BOOKTITLE = IbPRIA15,
        YEAR = "2015",
        PAGES = "57-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104328"}

@article{bb108018,
        AUTHOR = "Li, S. and Song, W.F. and Qin, H. and Hao, A.",
        TITLE = "Deep variance network: An iterative, improved CNN framework for
unbalanced training datasets",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "294-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104329"}

@article{bb108019,
        AUTHOR = "Das, S. and Datta, S. and Chaudhuri, B.B.",
        TITLE = "Handling data irregularities in classification:
Foundations, trends, and future challenges",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "674-693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104330"}

@article{bb108020,
        AUTHOR = "Metzler, G. and Badiche, X. and Belkasmi, B. and Fromont, E. and Habrard, A. and Sebban, M.",
        TITLE = "Learning maximum excluding ellipsoids from imbalanced data with
theoretical guarantees",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "310-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104331"}

@article{bb108021,
        AUTHOR = "Gautheron, L. and Habrard, A. and Morvant, E. and Sebban, M.",
        TITLE = "Metric Learning from Imbalanced Data with Generalization Guarantees",
        JOURNAL = PRL,
        VOLUME = "133",
        YEAR = "2020",
        PAGES = "298-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104332"}

@article{bb108022,
        AUTHOR = "Zhu, R. and Wang, Z. and Ma, Z. and Wang, G.J. and Xue, J.H.",
        TITLE = "LRID: A new metric of multi-class imbalance degree based on
likelihood-ratio test",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "36-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104333"}

@article{bb108023,
        AUTHOR = "Luque, A. and Carrasco, A. and Martin, A. and de las Heras, A.",
        TITLE = "The impact of class imbalance in classification performance metrics
based on the binary confusion matrix",
        JOURNAL = PR,
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        YEAR = "2019",
        PAGES = "216-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104334"}

@article{bb108024,
        AUTHOR = "Zhou, G.J. and Zhang, Y.",
        TITLE = "Transfer and Association:
A Novel Detection Method for Targets without Prior Homogeneous Samples",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104335"}

@article{bb108025,
        AUTHOR = "Sun, F. and Wang, R. and Wan, B. and Su, Y.J. and Guo, Q.H. and Huang, Y.X. and Wu, X.C.",
        TITLE = "Efficiency of Extreme Gradient Boosting for Imbalanced Land Cover
Classification Using an Extended Margin and Disagreement Performance",
        JOURNAL = IJGI,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104336"}

@article{bb108026,
        AUTHOR = "Sadhukhan, P. and Palit, S.",
        TITLE = "Reverse-nearest neighborhood based oversampling for imbalanced,
multi-label datasets",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "813-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104337"}

@article{bb108027,
        AUTHOR = "Indraswari, R. and Kurita, T. and Arifin, A.Z. and Suciati, N. and Astuti, E.R.",
        TITLE = "Multi-projection deep learning network for segmentation of 3D medical
images",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "791-797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104338"}

@article{bb108028,
        AUTHOR = "Kim, Y.G. and Kwon, Y.C. and Paik, M.C.",
        TITLE = "Valid oversampling schemes to handle imbalance",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "661-667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104339"}

@article{bb108029,
        AUTHOR = "Kaur, H. and Pannu, H.S. and Malhi, A.K.",
        TITLE = "A Systematic Review on Imbalanced Data Challenges in Machine Learning:
Applications and Solutions",
        JOURNAL = Surveys,
        VOLUME = "52",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "September",
        PAGES = "Article No 79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104340"}

@article{bb108030,
        AUTHOR = "Douzas, G. and Bacao, F. and Fonseca, J. and Khudinyan, M.",
        TITLE = "Imbalanced Learning in Land Cover Classification: Improving Minority
Classes' Prediction Accuracy Using the Geometric SMOTE Algorithm",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104341"}

@article{bb108031,
        AUTHOR = "Koziarski, M.",
        TITLE = "Radial-Based Undersampling for imbalanced data classification",
        JOURNAL = PR,
        VOLUME = "102",
        YEAR = "2020",
        PAGES = "107262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104342"}

@article{bb108032,
        AUTHOR = "Mullick, S.S. and Datta, S. and Dhekane, S.G. and Das, S.",
        TITLE = "Appropriateness of performance indices for imbalanced data
classification: An analysis",
        JOURNAL = PR,
        VOLUME = "102",
        YEAR = "2020",
        PAGES = "107197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104343"}

@article{bb108033,
        AUTHOR = "Richhariya, B. and Tanveer, M.",
        TITLE = "A reduced universum twin support vector machine for class imbalance
learning",
        JOURNAL = PR,
        VOLUME = "102",
        YEAR = "2020",
        PAGES = "107150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104344"}

@article{bb108034,
        AUTHOR = "Shi, C.H. and Li, X.J. and Lv, J.C. and Yin, J. and Mumtaz, I.",
        TITLE = "Robust geodesic based outlier detection for class imbalance problem",
        JOURNAL = PRL,
        VOLUME = "131",
        YEAR = "2020",
        PAGES = "428-434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104345"}

@article{bb108035,
        AUTHOR = "Zhu, R. and Guo, Y. and Xue, J.H.",
        TITLE = "Adjusting the imbalance ratio by the dimensionality of imbalanced
data",
        JOURNAL = PRL,
        VOLUME = "133",
        YEAR = "2020",
        PAGES = "217-223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104346"}

@article{bb108036,
        AUTHOR = "Huang, C.X. and Huang, X. and Fang, Y. and Xu, J.F. and Qu, Y. and Zhai, P.J. and Fan, L. and Yin, H. and Xu, Y. and Li, J.",
        TITLE = "Sample imbalance disease classification model based on association
rule feature selection",
        JOURNAL = PRL,
        VOLUME = "133",
        YEAR = "2020",
        PAGES = "280-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104347"}

@article{bb108037,
        AUTHOR = "Xiao, G.B. and Zhou, X. and Yan, Y. and Wang, H.Z.",
        TITLE = "A two-step hypergraph reduction based fitting method for unbalanced
data",
        JOURNAL = PRL,
        VOLUME = "134",
        YEAR = "2020",
        PAGES = "106-115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104348"}

@article{bb108038,
        AUTHOR = "Jimenez Castano, C. and Alvarez Meza, A. and Orozco Gutierrez, A.",
        TITLE = "Enhanced automatic twin support vector machine for imbalanced data
classification",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104349"}

@article{bb108039,
        AUTHOR = "Wang, C. and Deng, C.Y. and Wang, S.Z.",
        TITLE = "Imbalance-XGBoost: leveraging weighted and focal losses for binary
label-imbalanced classification with XGBoost",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "190-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104350"}

@article{bb108040,
        AUTHOR = "Sadhukhan, P. and Palit, S.",
        TITLE = "Adaptive learning of minority class prior to minority oversampling",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "16-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104351"}

@article{bb108041,
        AUTHOR = "Santos, M.S. and Abreu, P.H. and Wilk, S. and Santos, J.",
        TITLE = "How distance metrics influence missing data imputation with k-nearest
neighbours",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "111-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104352"}

@article{bb108042,
        AUTHOR = "Zhu, Q.",
        TITLE = "On the performance of Matthews correlation coefficient (MCC) for
imbalanced dataset",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "71-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104353"}

@article{bb108043,
        AUTHOR = "Gao, Y.L. and Yang, C.Y. and Lin, K.Y. and Pan, J.Y. and Li, L.",
        TITLE = "Conditional semi-fuzzy c-means clustering for imbalanced dataset",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "September",
        PAGES = "2343-2355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104354"}

@article{bb108044,
        AUTHOR = "Naboureh, A. and Li, A. and Bian, J.H. and Lei, G. and Amani, M.",
        TITLE = "A Hybrid Data Balancing Method for Classification of Imbalanced
Training Data within Google Earth Engine: Case Studies from
Mountainous Regions",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104355"}

@article{bb108045,
        AUTHOR = "Naboureh, A. and Ebrahimy, H. and Azadbakht, M. and Bian, J.H. and Amani, M.",
        TITLE = "RUESVMs: An Ensemble Method to Handle the Class Imbalance Problem in
Land Cover Mapping Using Google Earth Engine",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "21",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104356"}

@article{bb108046,
        AUTHOR = "Jing, X.Y. and Zhang, X.Y. and Zhu, X.K. and Wu, F. and You, X.G. and Gao, Y. and Shan, S.G. and Yang, J.Y.",
        TITLE = "Multiset Feature Learning for Highly Imbalanced Data Classification",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "139-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104357"}

@article{bb108047,
        AUTHOR = "Quan, Y.H. and Zhong, X. and Feng, W. and Chan, J.C.W. and Li, Q. and Xing, M.D.",
        TITLE = "SMOTE-Based Weighted Deep Rotation Forest for the Imbalanced
Hyperspectral Data Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104358"}

@article{bb108048,
        AUTHOR = "Yuan, M. and Xu, Y.",
        TITLE = "Bound estimation-based safe acceleration for maximum margin of twin
spheres machine with pinball loss",
        JOURNAL = PR,
        VOLUME = "114",
        YEAR = "2021",
        PAGES = "107860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104359"}

@article{bb108049,
        AUTHOR = "Zhu, Y. and Ting, K.M. and Carman, M.J. and Angelova, M.",
        TITLE = "CDF Transform-and-Shift: An effective way to deal with datasets of
inhomogeneous cluster densities",
        JOURNAL = PR,
        VOLUME = "117",
        YEAR = "2021",
        PAGES = "107977",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104360"}

@article{bb108050,
        AUTHOR = "Raghuwanshi, B.S. and Shukla, S.",
        TITLE = "Minimum variance-embedded kernelized extension of extreme learning
machine for imbalance learning",
        JOURNAL = PR,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104361"}

@article{bb108051,
        AUTHOR = "Bejaoui, A. and Elkhalil, K. and Kammoun, A. and Alouini, M.S. and Al Naffouri, T.",
        TITLE = "Cost-sensitive design of quadratic discriminant analysis for
imbalanced data",
        JOURNAL = PRL,
        VOLUME = "149",
        YEAR = "2021",
        PAGES = "24-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104362"}

@article{bb108052,
        AUTHOR = "Kim, K.",
        TITLE = "Normalized class coherence change-based kNN for classification of
imbalanced data",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104363"}

@article{bb108053,
        AUTHOR = "Koziarski, M.",
        TITLE = "Potential Anchoring for imbalanced data classification",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104364"}

@article{bb108054,
        AUTHOR = "Jing, T.T. and Xu, B.R. and Ding, Z.M.",
        TITLE = "Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "8200-8211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104365"}

@article{bb108055,
        AUTHOR = "Kim, Y.C. and Lee, Y. and Jeon, M.",
        TITLE = "Imbalanced image classification with complement cross entropy",
        JOURNAL = PRL,
        VOLUME = "151",
        YEAR = "2021",
        PAGES = "33-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104366"}

@inproceedings{bb108056,
        AUTHOR = "Sharma, S. and Yu, N. and Fritz, M. and Schiele, B.",
        TITLE = "Long-Tailed Recognition Using Class-Balanced Experts",
        BOOKTITLE = GCPR20,
        YEAR = "2020",
        PAGES = "86-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104367"}

@inproceedings{bb108057,
        AUTHOR = "Duarte, K. and Rawat, Y. and Shah, M.",
        TITLE = "PLM: Partial Label Masking for Imbalanced Multi-label Classification",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2733-2742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104368"}

@inproceedings{bb108058,
        AUTHOR = "He, C. and Wang, R.P. and Chen, X.L.",
        TITLE = "A Tale of Two CILs: The Connections between Class Incremental
Learning and Class Imbalanced Learning, and Beyond",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3554-3564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104369"}

@inproceedings{bb108059,
        AUTHOR = "Patashnik, O. and Danon, D. and Zhang, H. and Cohen Or, D.",
        TITLE = "BalaGAN: Cross-Modal Image Translation Between Imbalanced Domains",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2653-2661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104370"}

@inproceedings{bb108060,
        AUTHOR = "Yu, W.P. and Yang, T. and Chen, C.",
        TITLE = "Towards Resolving the Challenge of Long-tail Distribution in UAV
Images for Object Detection",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3257-3266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104371"}

@inproceedings{bb108061,
        AUTHOR = "Kim, B. and Hong, H.G. and Kim, J.",
        TITLE = "De-biasing Neural Networks with Estimated Offset for Class Imbalanced
Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1478-1486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104372"}

@inproceedings{bb108062,
        AUTHOR = "Tripathi, A. and Chakraborty, R. and Kopparapu, S.I.K.",
        TITLE = "A Novel Adaptive Minority Oversampling Technique for Improved
Classification in Data Imbalanced Scenarios",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10650-10657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104373"}

@inproceedings{bb108063,
        AUTHOR = "Kocaman, V. and Shir, O.M. and Back, T.",
        TITLE = "Improving Model Accuracy for Imbalanced Image Classification Tasks by
Adding a Final Batch Normalization Layer: An Empirical Study",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10404-10411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104374"}

@inproceedings{bb108064,
        AUTHOR = "Aggarwal, U. and Popescu, A. and Hudelot, C.",
        TITLE = "Minority Class Oriented Active Learning for Imbalanced Datasets",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9920-9927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104375"}

@inproceedings{bb108065,
        AUTHOR = "Beltran, L.V.B. and Coustaty, M. and Journet, N. and Caicedo, J.C. and Doucet, A.",
        TITLE = "Multi-Attribute Learning With Highly Imbalanced Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9219-9226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104376"}

@inproceedings{bb108066,
        AUTHOR = "Sicilia, R. and Cordelli, E. and Soda, P.",
        TITLE = "Categorizing the feature space for two-class imbalance learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6181-6188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104377"}

@inproceedings{bb108067,
        AUTHOR = "Li, Y.G. and Zhou, Y.F. and Wang, Y. and Qin, X. and Tang, Z.",
        TITLE = "Dual Loss for Manga Character Recognition with Imbalanced Training
Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2166-2171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104378"}

@inproceedings{bb108068,
        AUTHOR = "Zhu, H. and Yuan, Y. and Hu, G. and Wu, X. and Robertson, N.",
        TITLE = "Imbalance Robust Softmax for Deep Embeeding Learning",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "V:274-291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104379"}

@inproceedings{bb108069,
        AUTHOR = "Sinha, S. and Ohashi, H. and Nakamura, K.",
        TITLE = "Class-wise Difficulty-balanced Loss for Solving Class-imbalance",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:549-565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104380"}

@inproceedings{bb108070,
        AUTHOR = "Huang, H. and Saito, S. and Kikuchi, Y. and Matsumoto, E. and Tang, W. and Yu, P.S.",
        TITLE = "Addressing Class Imbalance in Scene Graph Parsing by Learning to
Contrast and Score",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:461-477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104381"}

@inproceedings{bb108071,
        AUTHOR = "Dutta, T. and Singh, A. and Biswas, S.",
        TITLE = "Adaptive Margin Diversity Regularizer for Handling Data Imbalance in
Zero-Shot SBIR",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "V:349-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104382"}

@inproceedings{bb108072,
        AUTHOR = "Hu, X.T. and Jiang, Y. and Tang, K.H. and Chen, J.Y. and Miao, C.Y. and Zhang, H.W.",
        TITLE = "Learning to Segment the Tail",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14042-14051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104383"}

@inproceedings{bb108073,
        AUTHOR = "Zhou, B. and Cui, Q. and Wei, X. and Chen, Z.",
        TITLE = "BBN: Bilateral-Branch Network With Cumulative Learning for
Long-Tailed Visual Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9716-9725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104384"}

@inproceedings{bb108074,
        AUTHOR = "Zhu, L.C. and Yang, Y.",
        TITLE = "Inflated Episodic Memory With Region Self-Attention for Long-Tailed
Visual Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4343-4352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104385"}

@inproceedings{bb108075,
        AUTHOR = "Peng, J. and Bu, X. and Sun, M. and Zhang, Z. and Tan, T. and Yan, J.",
        TITLE = "Large-Scale Object Detection in the Wild From Imbalanced Multi-Labels",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9706-9715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104386"}

@inproceedings{bb108076,
        AUTHOR = "Li, Y. and Wang, T. and Kang, B. and Tang, S. and Wang, C. and Li, J. and Feng, J.",
        TITLE = "Overcoming Classifier Imbalance for Long-Tail Object Detection With
Balanced Group Softmax",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "10988-10997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104387"}

@inproceedings{bb108077,
        AUTHOR = "Kim, J. and Jeong, J. and Shin, J.",
        TITLE = "M2m: Imbalanced Classification via Major-to-Minor Translation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13893-13902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104388"}

@inproceedings{bb108078,
        AUTHOR = "Wang, X. and Lyu, Y. and Jing, L.",
        TITLE = "Deep Generative Model for Robust Imbalance Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14112-14121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104389"}

@inproceedings{bb108079,
        AUTHOR = "Aggarwal, U. and Popescu, A. and Hudelot, C.",
        TITLE = "Active Learning for Imbalanced Datasets",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1417-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104390"}

@inproceedings{bb108080,
        AUTHOR = "Wang, T. and Zhao, J. and Yatskar, M. and Chang, K. and Ordonez, V.",
        TITLE = "Balanced Datasets Are Not Enough: Estimating and Mitigating Gender
Bias in Deep Image Representations",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5309-5318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104391"}

@inproceedings{bb108081,
        AUTHOR = "Wang, Y. and Gan, W. and Yang, J. and Wu, W. and Yan, J.",
        TITLE = "Dynamic Curriculum Learning for Imbalanced Data Classification",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5016-5025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104392"}

@inproceedings{bb108082,
        AUTHOR = "Hayat, M. and Khan, S. and Zamir, S.W. and Shen, J. and Shao, L.",
        TITLE = "Gaussian Affinity for Max-Margin Class Imbalanced Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6468-6478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104393"}

@inproceedings{bb108083,
        AUTHOR = "Khan, S. and Hayat, M. and Zamir, S.W. and Shen, J.B. and Shao, L.",
        TITLE = "Striking the Right Balance With Uncertainty",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "103-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104394"}

@inproceedings{bb108084,
        AUTHOR = "Kim, B. and Kim, H.W. and Kim, K. and Kim, S. and Kim, J.",
        TITLE = "Learning Not to Learn: Training Deep Neural Networks With Biased Data",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9004-9012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104395"}

@inproceedings{bb108085,
        AUTHOR = "Anantrasirichai, N. and Bull, D.",
        TITLE = "Defectnet: Multi-Class Fault Detection on Highly-Imbalanced Datasets",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2481-2485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104396"}

@inproceedings{bb108086,
        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#TT104397"}

@inproceedings{bb108087,
        AUTHOR = "Liu, J. and Du, A. and Wang, C. and Zheng, H. and Wang, N. and Zheng, B.",
        TITLE = "Teaching Squeeze-and-Excitation PyramidNet for Imbalanced Image
Classification with GAN-based Curriculum Learning",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2444-2449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104398"}

@inproceedings{bb108088,
        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#TT104399"}

@inproceedings{bb108089,
        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#TT104400"}

@inproceedings{bb108090,
        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#TT104401"}

@inproceedings{bb108091,
        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#TT104402"}

@inproceedings{bb108092,
        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#TT104403"}

@inproceedings{bb108093,
        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#TT104404"}

@inproceedings{bb108094,
        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#TT104405"}

@inproceedings{bb108095,
        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#TT104406"}

@inproceedings{bb108096,
        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#TT104407"}

@inproceedings{bb108097,
        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#TT104408"}

@inproceedings{bb108098,
        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#TT104409"}

@inproceedings{bb108099,
        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#TT104410"}

Last update:Oct 20, 2021 at 09:45:26