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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
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JOURNAL = RS,
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YEAR = "2020",
NUMBER = "21",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114330"}
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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.",
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JOURNAL = PAMI,
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YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "139-156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114331"}
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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
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JOURNAL = RS,
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YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114332"}
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AUTHOR = "Yuan, M. and Xu, Y.T.",
TITLE = "Bound estimation-based safe acceleration for maximum margin of twin
spheres machine with pinball loss",
JOURNAL = PR,
VOLUME = "114",
YEAR = "2021",
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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
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JOURNAL = PR,
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@article{bb118167,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114335"}
@article{bb118168,
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#TT114336"}
@article{bb118169,
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#TT114337"}
@article{bb118170,
AUTHOR = "Koziarski, M.",
TITLE = "Potential Anchoring for imbalanced data classification",
JOURNAL = PR,
VOLUME = "120",
YEAR = "2021",
PAGES = "108114",
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@article{bb118171,
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#TT114339"}
@article{bb118172,
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#TT114340"}
@article{bb118173,
AUTHOR = "Liu, B. and Blekas, K. and Tsoumakas, G.",
TITLE = "Multi-label sampling based on local label imbalance",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108294",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114341"}
@article{bb118174,
AUTHOR = "Suh, S. and Lukowicz, P. and Lee, Y.O.",
TITLE = "Discriminative feature generation for classification of imbalanced
data",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108302",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114342"}
@article{bb118175,
AUTHOR = "Maldonado, S. and Vairetti, C. and Fernandez, A. and Herrera, F.",
TITLE = "FW-SMOTE: A feature-weighted oversampling approach for imbalanced
classification",
JOURNAL = PR,
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YEAR = "2022",
PAGES = "108511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114343"}
@article{bb118176,
AUTHOR = "Hao, J.Y. and Wang, C.J. and Yang, G. and Gao, Z. and Zhang, J.L. and Zhang, H.",
TITLE = "Annealing Genetic GAN for Imbalanced Web Data Learning",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "1164-1174",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114344"}
@article{bb118177,
AUTHOR = "Wang, Z. and Dong, Q. and Guo, W. and Li, D.D. and Zhang, J. and Du, W.L.",
TITLE = "Geometric imbalanced deep learning with feature scaling and boundary
sample mining",
JOURNAL = PR,
VOLUME = "126",
YEAR = "2022",
PAGES = "108564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114345"}
@article{bb118178,
AUTHOR = "Gilet, C. and Barbosa, S. and Fillatre, L.",
TITLE = "Discrete Box-Constrained Minimax Classifier for Uncertain and
Imbalanced Class Proportions",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "2923-2937",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114346"}
@article{bb118179,
AUTHOR = "Sridhar, S. and Kalaivani, A.",
TITLE = "Performance Analysis of Two-Stage Iterative Ensemble Method over Random
Oversampling Methods on Multiclass Imbalanced Datasets",
JOURNAL = IJIG,
VOLUME = "22",
YEAR = "2022",
NUMBER = "2",
MONTH = "April",
PAGES = "2250025",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114347"}
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AUTHOR = "Wang, G.J. and Zhou, T. and Choi, K.S. and Lu, J.",
TITLE = "A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy
Classifier for Imbalanced Data",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "5",
MONTH = "May",
PAGES = "3805-3818",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114348"}
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AUTHOR = "Chen, J. and Liu, D. and Luo, B. and Peng, X.Z. and Xu, T. and Chen, E.",
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JOURNAL = PR,
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AUTHOR = "Quan, D.Y. and Feng, W. and Dauphin, G. and Wang, X.F. and Huang, W.J. and Xing, M.D.",
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AUTHOR = "Sinha, S. and Ohashi, H. and Nakamura, K.",
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JOURNAL = IJCV,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114351"}
@inproceedings{bb118184,
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#TT114352"}
@inproceedings{bb118185,
AUTHOR = "Sinha, S. and Ohashi, H.",
TITLE = "Difficulty-Net:
Learning to Predict Difficulty for Long-Tailed Recognition",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "6433-6442",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114353"}
@article{bb118186,
AUTHOR = "Chen, L. and Wang, Y.H. and Li, H.",
TITLE = "Enhancement of DNN-based multilabel classification by grouping labels
based on data imbalance and label correlation",
JOURNAL = PR,
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AUTHOR = "Zhao, L.C. and Shang, Z.W. and Tan, J. and Zhou, M.L. and Zhang, M. and Gu, D.D. and Zhang, T.P. and Tang, Y.Y.",
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AUTHOR = "Wang, W.Q. and Zhao, Z.C. and Wang, P. and Su, F. and Meng, H.Y.",
TITLE = "Attentive Feature Augmentation for Long-Tailed Visual Recognition",
JOURNAL = CirSysVideo,
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NUMBER = "9",
MONTH = "September",
PAGES = "5803-5816",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114356"}
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AUTHOR = "Zhang, M.L. and Zhang, X.Y. and Wang, C. and Liu, C.L.",
TITLE = "Towards prior gap and representation gap for long-tailed recognition",
JOURNAL = PR,
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AUTHOR = "Ren, J.J. and Wang, Y.P. and Cheung, Y.M. and Gao, X.Z. and Guo, X.F.",
TITLE = "Grouping-based Oversampling in Kernel Space for Imbalanced Data
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JOURNAL = PR,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114359"}
@article{bb118192,
AUTHOR = "Liu, C.L. and Chang, Y.H.",
TITLE = "Learning From Imbalanced Data With Deep Density Hybrid Sampling",
JOURNAL = SMCS,
VOLUME = "52",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114360"}
@article{bb118193,
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ADASYN and Enhanced Deep Subsampled Multi-Grained Cascaded Forest",
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YEAR = "2022",
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@article{bb118194,
AUTHOR = "Zhu, Q.Q. and Deng, W.H. and Zheng, Z. and Zhong, Y.F. and Guan, Q.F. and Lin, W.H. and Zhang, L.P. and Li, D.R.",
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Insufficient and Imbalanced Hyperspectral Image Classification",
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YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "11709-11723",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114362"}
@article{bb118195,
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study",
JOURNAL = PRL,
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YEAR = "2022",
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@article{bb118196,
AUTHOR = "Gutierrez Lopez, A. and Gonzalez Serrano, F.J. and Figueiras Vidal, A.R.",
TITLE = "Optimum Bayesian thresholds for rebalanced classification problems
using class-switching ensembles",
JOURNAL = PR,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114364"}
@article{bb118197,
AUTHOR = "Naji, H.A.H. and Li, T.F. and Xue, Q.J. and Duan, X.D.",
TITLE = "A Hypered Deep-Learning-Based Model of Hyperspectral Images
Generation and Classification for Imbalanced Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "24",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114365"}
@article{bb118198,
AUTHOR = "Shaik, A.L.H.P. and Manoharan, M.K. and Pani, A.K. and Avala, R.R. and Chen, C.M.",
TITLE = "Gaussian Mutation-Spider Monkey Optimization (GM-SMO) Model for
Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114366"}
@article{bb118199,
AUTHOR = "van Duynhoven, A. and Dragicevic, S.",
TITLE = "Mitigating Imbalance of Land Cover Change Data for Deep Learning
Models with Temporal and Spatiotemporal Sample Weighting Schemes",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114367"}
Last update:Jun 1, 2023 at 10:05:03