@article{bb132200,
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#TT128213"}
@article{bb132201,
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#TT128214"}
@article{bb132202,
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#TT128215"}
@article{bb132203,
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#TT128216"}
@article{bb132204,
AUTHOR = "Zhu, R. and Guo, Y.W. 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#TT128217"}
@article{bb132205,
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.H.",
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#TT128218"}
@article{bb132206,
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#TT128219"}
@article{bb132207,
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#TT128220"}
@article{bb132208,
AUTHOR = "Jimenez Castano, C. and Alvarez Meza, A. and Cardenas Pena, D. and Orozco Gutierrez, A. and Guerrero Erazo, J.",
TITLE = "Krein twin support vector machines for imbalanced data classification",
JOURNAL = PRL,
VOLUME = "182",
YEAR = "2024",
PAGES = "39-45",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128221"}
@article{bb132209,
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#TT128222"}
@article{bb132210,
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#TT128223"}
@article{bb132211,
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#TT128224"}
@article{bb132212,
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#TT128225"}
@article{bb132213,
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#TT128226"}
@article{bb132214,
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#TT128227"}
@article{bb132215,
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#TT128228"}
@article{bb132216,
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#TT128229"}
@article{bb132217,
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#TT128230"}
@article{bb132218,
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",
PAGES = "107860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128231"}
@article{bb132219,
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#TT128232"}
@article{bb132220,
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#TT128233"}
@article{bb132221,
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#TT128234"}
@article{bb132222,
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#TT128235"}
@article{bb132223,
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#TT128236"}
@article{bb132224,
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#TT128237"}
@article{bb132225,
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#TT128238"}
@article{bb132226,
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#TT128239"}
@article{bb132227,
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,
VOLUME = "124",
YEAR = "2022",
PAGES = "108511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128240"}
@article{bb132228,
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,
VOLUME = "24",
YEAR = "2022",
PAGES = "1164-1174",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128241"}
@article{bb132229,
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#TT128242"}
@article{bb132230,
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#TT128243"}
@article{bb132231,
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#TT128244"}
@article{bb132232,
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#TT128245"}
@article{bb132233,
AUTHOR = "Chen, J. and Liu, D. and Luo, B. and Peng, X.Z. and Xu, T. and Chen, E.",
TITLE = "Residual objectness for imbalance reduction",
JOURNAL = PR,
VOLUME = "130",
YEAR = "2022",
PAGES = "108781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128246"}
@article{bb132234,
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",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128247"}
@article{bb132235,
AUTHOR = "Sinha, S. and Ohashi, H. and Nakamura, K.",
TITLE = "Class-Difficulty Based Methods for Long-Tailed Visual Recognition",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "2517-2531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128248"}
@inproceedings{bb132236,
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#TT128249"}
@inproceedings{bb132237,
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#TT128250"}
@article{bb132238,
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#TT128251"}
@article{bb132239,
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",
YEAR = "2022",
PAGES = "108947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128252"}
@article{bb132240,
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,
VOLUME = "32",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5803-5816",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128253"}
@article{bb132241,
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,
VOLUME = "133",
YEAR = "2023",
PAGES = "109012",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128254"}
@article{bb132242,
AUTHOR = "Liu, Y.X. and Liu, Y. and Yu, B.X.B. and Zhong, S.H. and Hu, Z.J.",
TITLE = "Noise-robust oversampling for imbalanced data classification",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "109008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128255"}
@article{bb132243,
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
Classification",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "108992",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128256"}
@article{bb132244,
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",
PAGES = "7065-7077",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128257"}
@article{bb132245,
AUTHOR = "Datta, D. and Mallick, P.K. and Reddy, A.V.N. and Mohammed, M.A. and Jaber, M.M. and Alghawli, A.S. and Al Qaness, M.A.A.",
TITLE = "A Hybrid Classification of Imbalanced Hyperspectral Images Using
ADASYN and Enhanced Deep Subsampled Multi-Grained Cascaded Forest",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128258"}
@article{bb132246,
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#TT128259"}
@article{bb132247,
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.",
TITLE = "Fuzzy prototype selection-based classifiers for imbalanced data. Case
study",
JOURNAL = PRL,
VOLUME = "163",
YEAR = "2022",
PAGES = "183-190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128260"}
@article{bb132248,
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,
VOLUME = "135",
YEAR = "2023",
PAGES = "109158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128261"}
@article{bb132249,
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",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128262"}
@article{bb132250,
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#TT128263"}
@article{bb132251,
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#TT128264"}
@article{bb132252,
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",
YEAR = "2023",
PAGES = "109213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128265"}
@article{bb132253,
AUTHOR = "Liu, J.H. and Feng, R. and Chen, P. and Wang, X.Z. and Ni, Y.",
TITLE = "Dynamic Loss Reweighting Method Based on Cumulative Classification
Scores for Long-Tailed Remote Sensing Image Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128266"}
@article{bb132254,
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.",
TITLE = "Deep Generative Mixture Model for Robust Imbalance Classification",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "2897-2912",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128267"}
@inproceedings{bb132255,
AUTHOR = "Wang, X.Y. and Lyu, Y.L. and Jing, L.P.",
TITLE = "Deep Generative Model for Robust Imbalance Classification",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "14112-14121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128268"}
@article{bb132256,
AUTHOR = "Cui, J.Q. and Liu, S. and Tian, Z.T. and Zhong, Z.S. and Jia, J.Y.",
TITLE = "ResLT: Residual Learning for Long-Tailed Recognition",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3695-3706",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128269"}
@article{bb132257,
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",
YEAR = "2023",
PAGES = "109303",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128270"}
@article{bb132258,
AUTHOR = "Wang, X.N. and Zhao, Y. and Li, C. and Ren, P.",
TITLE = "ProbSAP: A comprehensive and high-performance system for student
academic performance prediction",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128271"}
@article{bb132259,
AUTHOR = "Liu, Y.C. and Lai, K.W.C.",
TITLE = "The Performance Index of Convolutional Neural Network-Based
Classifiers in Class Imbalance Problem",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128272"}
@article{bb132260,
AUTHOR = "Zhao, X.Q. and Xiao, J. and Yu, S.Y. and Li, H. and Zhang, B.F.",
TITLE = "Weight-guided class complementing for long-tailed image recognition",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128273"}
@article{bb132261,
AUTHOR = "Li, M.K. and Cheung, Y.M. and Hu, Z.K.",
TITLE = "Key Point Sensitive Loss for Long-Tailed Visual Recognition",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4812-4825",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128274"}
@article{bb132262,
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,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "1535-1548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128275"}
@article{bb132263,
AUTHOR = "Tiong, A.M.H. and Li, J. and Lin, G.S. and Li, B.Y. and Xiong, C.M. and Hoi, S.C.H.",
TITLE = "Improving Tail-Class Representation with Centroid Contrastive
Learning",
JOURNAL = PRL,
VOLUME = "168",
YEAR = "2023",
PAGES = "123-130",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128276"}
@article{bb132264,
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",
PAGES = "3795-3808",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128277"}
@article{bb132265,
AUTHOR = "Xiang, L. and Han, J.G. and Ding, G.",
TITLE = "Margin-aware rectified augmentation for long-tailed recognition",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
PAGES = "109608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128278"}
@article{bb132266,
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#TT128279"}
@article{bb132267,
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",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "4735-4747",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128280"}
@article{bb132268,
AUTHOR = "Islam, M.T. and Islam, M.R. and Uddin, M.P. and Ulhaq, A.",
TITLE = "A Deep Learning-Based Hyperspectral Object Classification Approach
via Imbalanced Training Samples Handling",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "14",
PAGES = "3532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128281"}
@article{bb132269,
AUTHOR = "Gong, H.Y. and Li, Y.G. and Dong, J.",
TITLE = "A dual-balanced network for long-tail distribution object detection",
JOURNAL = IET-CV,
VOLUME = "17",
YEAR = "2023",
NUMBER = "5",
PAGES = "565-575",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128282"}
@article{bb132270,
AUTHOR = "Guan, Q.J. and Li, Z.Z. and Zhang, J. and Huang, Y.P. and Zhao, Y.",
TITLE = "Joint representation and classifier learning for long-tailed image
classification",
JOURNAL = IVC,
VOLUME = "137",
YEAR = "2023",
PAGES = "104759",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128283"}
@article{bb132271,
AUTHOR = "Kim, D.J. and Ke, T.W. and Yu, S.X.",
TITLE = "Local pseudo-attributes for long-tailed recognition",
JOURNAL = PRL,
VOLUME = "172",
YEAR = "2023",
PAGES = "51-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128284"}
@article{bb132272,
AUTHOR = "Zhang, Y.F. and Kang, B.Y. and Hooi, B. and Yan, S.C. and Feng, J.S.",
TITLE = "Deep Long-Tailed Learning: A Survey",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "10795-10816",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128285"}
@article{bb132273,
AUTHOR = "Tan, J. and Li, B. and Lu, X. and Yao, Y.Q. and Yu, F.W. and He, T. and Ouyang, W.L.",
TITLE = "The Equalization Losses: Gradient-Driven Training for Long-tailed
Object Recognition",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13876-13892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128286"}
@article{bb132274,
AUTHOR = "Yang, J.X. and Yu, M.M. and Li, S. and Zhang, J. and Hu, S.Z.",
TITLE = "Long-Tailed Object Detection for Multimodal Remote Sensing Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "18",
PAGES = "4539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128287"}
@article{bb132275,
AUTHOR = "Soltanzadeh, P. and Feizi Derakhshi, M.R. and Hashemzadeh, M.",
TITLE = "Addressing the class-imbalance and class-overlap problems by a
metaheuristic-based under-sampling approach",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109721",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128288"}
@article{bb132276,
AUTHOR = "Kong, X.Y. and Wei, X. and Liu, X.Y. and Wang, J.J. and Xing, W.W. and Lu, W.",
TITLE = "FGBC: Flexible graph-based balanced classifier for class-imbalanced
semi-supervised learning",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109793",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128289"}
@article{bb132277,
AUTHOR = "Sun, J. and Zhou, J.K. and Liu, Q.",
TITLE = "PoiseNet: Dealing With Data Imbalance in DensePose",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "5664-5678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128290"}
@article{bb132278,
AUTHOR = "Zhou, X.S. and Zhai, J.H. and Cao, Y.",
TITLE = "Feature fusion network for long-tailed visual recognition",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109827",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128291"}
@article{bb132279,
AUTHOR = "Liu, W. and Wu, Z.H. and Wang, Y.M. and Ding, H.H. and Liu, F. and Lin, J. and Lin, G.S.",
TITLE = "LCReg: Long-tailed image classification with Latent Categories based
Recognition",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128292"}
@article{bb132280,
AUTHOR = "Zhao, W. and Zhao, H.",
TITLE = "Hierarchical long-tailed classification based on multi-granularity
knowledge transfer driven by multi-scale feature fusion",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109842",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128293"}
@article{bb132281,
AUTHOR = "Alexandridis, K.P. and Luo, S. and Nguyen, A. and Deng, J.K. and Zafeiriou, S.",
TITLE = "Inverse Image Frequency for Long-Tailed Image Recognition",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "5721-5736",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128294"}
@article{bb132282,
AUTHOR = "Tan, Z.C. and Li, J. and Du, J.H. and Wan, J. and Lei, Z. and Guo, G.D.",
TITLE = "NCL++: Nested Collaborative Learning for long-tailed visual
recognition",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110064",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128295"}
@inproceedings{bb132283,
AUTHOR = "Li, J. and Tan, Z.C. and Wan, J. and Lei, Z. and Guo, G.D.",
TITLE = "Nested Collaborative Learning for Long-Tailed Visual Recognition",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "6939-6948",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128296"}
@article{bb132284,
AUTHOR = "Schultz, K. and Bej, S. and Hahn, W. and Wolfien, M. and Srivastava, P. and Wolkenhauer, O.",
TITLE = "ConvGeN: A convex space learning approach for deep-generative
oversampling and imbalanced classification of small tabular datasets",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128297"}
@article{bb132285,
AUTHOR = "Baik, J.S. and Yoon, I.Y. and Choi, J.W.",
TITLE = "DBN-Mix: Training dual branch network using bilateral mixup
augmentation for long-tailed visual recognition",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128298"}
@article{bb132286,
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",
NUMBER = "1",
PAGES = "194-210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128299"}
@article{bb132287,
AUTHOR = "Du, Y.J. and Sun, H.L. and Zhen, X.T. and Xu, J. and Yin, Y.L. and Shao, L. and Snoek, C.G.M.",
TITLE = "MetaKernel: Learning Variational Random Features With Limited Labels",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1464-1478",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128300"}
@inproceedings{bb132288,
AUTHOR = "Du, Y.J. and Shen, J.Y. and Zhen, X.T. and Snoek, C.G.M.",
TITLE = "SuperDisco: Super-Class Discovery Improves Visual Recognition for the
Long-Tail",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "19944-19954",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128301"}
@article{bb132289,
AUTHOR = "Xu, Z.Z. and Chai, Z.H. and Xu, C.Y. and Yuan, C. and Yang, H.Q.",
TITLE = "Towards Effective Collaborative Learning in Long-Tailed Recognition",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "3754-3764",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128302"}
@article{bb132290,
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
Practices",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "3",
PAGES = "533",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128303"}
@article{bb132291,
AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Liu, X. and Chen, P.",
TITLE = "Feature Distribution Representation Learning Based on Knowledge
Transfer for Long-Tailed Classification",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "2772-2784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128304"}
@article{bb132292,
AUTHOR = "Elbatel, M. and Marti, R. and Li, X.M.",
TITLE = "FoPro-KD: Fourier Prompted Effective Knowledge Distillation for
Long-Tailed Medical Image Recognition",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "954-965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128305"}
@article{bb132293,
AUTHOR = "Wang, W.Q. and Chen, Z. and Su, F. and Zhao, Z.C.",
TITLE = "Text-guided Fourier Augmentation for long-tailed recognition",
JOURNAL = PRL,
VOLUME = "179",
YEAR = "2024",
PAGES = "38-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128306"}
@article{bb132294,
AUTHOR = "Chen, J.H. and Su, B.",
TITLE = "Instance-Specific Semantic Augmentation for Long-Tailed Image
Classification",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2544-2557",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128307"}
@article{bb132295,
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,
VOLUME = "34",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2414-2425",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128308"}
@article{bb132296,
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#TT128309"}
@article{bb132297,
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#TT128310"}
@article{bb132298,
AUTHOR = "Zhao, Q.H. and Zhang, F. and Hu, W. and Feng, S. and Liu, J.",
TITLE = "OHD: An Online Category-Aware Framework for Learning With Noisy
Labels Under Long-Tailed Distribution",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3806-3818",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128311"}
@article{bb132299,
AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Liu, X. and Chen, P.H.",
TITLE = "Geometric Prior Guided Feature Representation Learning for Long-Tailed
Classification",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "Pages2493-2510",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT128312"}
Last update:Apr 23, 2025 at 18:43:10