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AUTHOR = "Jing, T.T. and Xu, B.R. and Ding, Z.M.",
TITLE = "Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation",
JOURNAL = IP,
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AUTHOR = "Kim, Y.C. and Lee, Y. and Jeon, M.",
TITLE = "Imbalanced image classification with complement cross entropy",
JOURNAL = PRL,
VOLUME = "151",
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AUTHOR = "Huang, R. and Jiang, W.D. and Sun, G.L.",
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AUTHOR = "Huang, R. and Wu, Z.J.",
TITLE = "Multi-label feature selection via manifold regularization and
dependence maximization",
JOURNAL = PR,
VOLUME = "120",
YEAR = "2021",
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AUTHOR = "Suh, S. and Lukowicz, P. and Lee, Y.O.",
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data",
JOURNAL = PR,
VOLUME = "122",
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@article{bb139165,
AUTHOR = "Hao, J.Y. and Wang, C.J. and Yang, G. and Gao, Z.F. and Zhang, J.L. and Zhang, H.",
TITLE = "Annealing Genetic GAN for Imbalanced Web Data Learning",
JOURNAL = MultMed,
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YEAR = "2022",
PAGES = "1164-1174",
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@article{bb139166,
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,
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YEAR = "2022",
PAGES = "108564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135126"}
@article{bb139167,
AUTHOR = "Gilet, C. and Barbosa, S. and Fillatre, L.",
TITLE = "Discrete Box-Constrained Minimax Classifier for Uncertain and
Imbalanced Class Proportions",
JOURNAL = PAMI,
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NUMBER = "6",
MONTH = "June",
PAGES = "2923-2937",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135127"}
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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",
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MONTH = "May",
PAGES = "3805-3818",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135128"}
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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.",
TITLE = "A Novel Double Ensemble Algorithm for the Classification of
Multi-Class Imbalanced Hyperspectral Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135129"}
@article{bb139170,
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,
VOLUME = "132",
YEAR = "2022",
PAGES = "108964",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135130"}
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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.",
TITLE = "Siamese networks with an online reweighted example for imbalanced
data learning",
JOURNAL = PR,
VOLUME = "132",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135131"}
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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.",
TITLE = "A Spectral-Spatial-Dependent Global Learning Framework for
Insufficient and Imbalanced Hyperspectral Image Classification",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "11709-11723",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135132"}
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AUTHOR = "Rodriguez Alvarez, Y. and Garcia Lorenzo, M.M. and Caballero Mota, Y. and Filiberto Cabrera, Y. and Garcia Hilarion, I.M. and Machado Montes de Oca, D. and Bello Perez, R.",
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study",
JOURNAL = PRL,
VOLUME = "163",
YEAR = "2022",
PAGES = "183-190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135133"}
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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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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135134"}
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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#TT135135"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135136"}
@article{bb139177,
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#TT135137"}
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AUTHOR = "Cao, C.Z. and Liu, X. and Cao, S. and Shi, J.Q.",
TITLE = "Joint classification and prediction of random curves using
heavy-tailed process functional regression",
JOURNAL = PR,
VOLUME = "136",
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PAGES = "109213",
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AUTHOR = "Wang, X.Y. and Jing, L.P. and Lyu, Y.L. and Guo, M.Z. and Wang, J.Q. and Liu, H.F. and Yu, J. and Zeng, T.Y.",
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MONTH = "March",
PAGES = "2897-2912",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135139"}
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AUTHOR = "Wang, X.Y. and Lyu, Y.L. and Jing, L.P.",
TITLE = "Deep Generative Model for Robust Imbalance Classification",
BOOKTITLE = CVPR20,
YEAR = "2020",
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AUTHOR = "Lazaro, M. and Figueiras Vidal, A.R.",
TITLE = "Neural network for ordinal classification of imbalanced data by
minimizing a Bayesian cost",
JOURNAL = PR,
VOLUME = "137",
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PAGES = "109303",
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AUTHOR = "Wang, X.N. and Zhao, Y. and Li, C. and Ren, P.",
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academic performance prediction",
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AUTHOR = "Liu, Y.C. and Lai, K.W.C.",
TITLE = "The Performance Index of Convolutional Neural Network-Based
Classifiers in Class Imbalance Problem",
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AUTHOR = "Xi, B. and Li, J.J. and Diao, Y. and Li, Y.S. and Li, Z. and Huang, Y. and Chanussot, J.",
TITLE = "DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced
Hyperspectral Imagery",
JOURNAL = CirSysVideo,
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YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "1535-1548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135144"}
@article{bb139185,
AUTHOR = "Chen, H. and Cheng, Y.",
TITLE = "Travel Mode Choice Prediction Using Imbalanced Machine Learning",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135145"}
@article{bb139186,
AUTHOR = "Wang, S. and Chen, H. and Ding, L. and Sui, H. and Ding, J.L.",
TITLE = "GAN-SR Anomaly Detection Model Based on Imbalanced Data",
JOURNAL = IEICE,
VOLUME = "E106-D",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "1209-1218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135146"}
@article{bb139187,
AUTHOR = "Rosales Perez, A. and Garcia, S. and Herrera, F.",
TITLE = "Handling Imbalanced Classification Problems With Support Vector
Machines via Evolutionary Bilevel Optimization",
JOURNAL = Cyber,
VOLUME = "53",
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MONTH = "August",
PAGES = "4735-4747",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135147"}
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AUTHOR = "Deng, Y.X. and Ma, J.Y.",
TITLE = "ReDFeat: Recoupling Detection and Description for Multimodal Feature
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JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
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AUTHOR = "Kong, X.Y. and Wei, X. and Liu, X.Y. and Wang, J.J. and Xing, W.W. and Lu, W.",
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AUTHOR = "Sun, J. and Zhou, J.K. and Liu, Q.",
TITLE = "PoiseNet: Dealing With Data Imbalance in DensePose",
JOURNAL = CirSysVideo,
VOLUME = "33",
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MONTH = "October",
PAGES = "5664-5678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135150"}
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AUTHOR = "Jabbari, H. and Bigdeli, N.",
TITLE = "A new hierarchical algorithm based on CapsGAN for imbalanced image
classification",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135151"}
@article{bb139192,
AUTHOR = "Farhadpour, S. and Warner, T.A. and Maxwell, A.E.",
TITLE = "Selecting and Interpreting Multiclass Loss and Accuracy Assessment
Metrics for Classifications with Class Imbalance: Guidance and Best
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NUMBER = "3",
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AUTHOR = "Zhang, S.Y. and Chen, C. and Xie, Q. and Sun, H.G. and Dong, F. and Peng, S.",
TITLE = "Distribution Unified and Probability Space Aligned Teacher-Student
Learning for Imbalanced Visual Recognition",
JOURNAL = CirSysVideo,
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MONTH = "April",
PAGES = "2414-2425",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135153"}
@article{bb139194,
AUTHOR = "Liu, H.F. and Sheng, M.M. and Sun, Z. and Yao, Y.Z. and Hua, X.S. and Shen, H.T.",
TITLE = "Learning With Imbalanced Noisy Data by Preventing Bias in Sample
Selection",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "7426-7437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135154"}
@article{bb139195,
AUTHOR = "Guo, X.Y. and Wei, X. and Zhang, S.L. and Lu, W. and Xing, W.W.",
TITLE = "DCRP: Class-Aware Feature Diffusion Constraint and Reliable
Pseudo-Labeling for Imbalanced Semi-Supervised Learning",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "7146-7159",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135155"}
@article{bb139196,
AUTHOR = "Li, X.J. and Su, Y. and Yao, J.P. and Guo, Y. and Fan, S.",
TITLE = "Factor annealing decoupling compositional training method for
imbalanced hyperspectral image classification",
JOURNAL = IET-IPR,
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YEAR = "2024",
NUMBER = "10",
PAGES = "2553-2567",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135156"}
@article{bb139197,
AUTHOR = "Han, M.M. and Guo, H. and Wang, W.J.",
TITLE = "A new data complexity measure for multi-class imbalanced
classification tasks",
JOURNAL = PR,
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YEAR = "2025",
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@article{bb139198,
AUTHOR = "Pang, Y. and Peng, L.Z. and Zhang, H.B. and Chen, Z.X. and Yang, B.",
TITLE = "Imbalanced ensemble learning leveraging a novel data-level diversity
metric",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110886",
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@article{bb139199,
AUTHOR = "Liu, W.H. and Liu, X.B. and Li, H.Y. and Lin, C.C.",
TITLE = "Contraction mapping of feature norms for data quality imbalance
learning",
JOURNAL = PRL,
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Last update:Apr 23, 2026 at 15:05:02