Class Imbalance Learning in Data Mining – A Survey

International Journal of Communication Technology for Social Networking Services ◽

10.21742/ijctsns.2015.3.2.02 ◽

2015 ◽

Vol 3 (2) ◽

pp. 17-36 ◽

Author(s):

Ali Mirza Mahmood ◽

Keyword(s):

Data Mining ◽

Class Imbalance ◽

Imbalance Learning ◽

Class Imbalance Learning

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Categorizing the feature space for two-class imbalance learning

2020 25th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr48806.2021.9413015 ◽

2021 ◽

Author(s):

Rosa Sicilia ◽

Ermanno Cordelli ◽

Paolo Soda

Keyword(s):

Class Imbalance ◽

Feature Space ◽

Imbalance Learning ◽

Class Imbalance Learning

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A New Performance Measure for Class Imbalance Learning. Application to Bioinformatics Problems

2009 International Conference on Machine Learning and Applications ◽

10.1109/icmla.2009.126 ◽

2009 ◽

Author(s):

Rukshan Batuwita ◽

Vasile Palade

Keyword(s):

Class Imbalance ◽

Performance Measure ◽

Imbalance Learning ◽

Class Imbalance Learning

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M2SPL: Generative multiview features with adaptive meta-self-paced sampling for class-imbalance learning

Expert Systems with Applications ◽

10.1016/j.eswa.2021.115999 ◽

2021 ◽

pp. 115999

Author(s):

Qingyong Wang ◽

Yun Zhou ◽

Zehong Cao ◽

Weiming Zhang

Keyword(s):

Class Imbalance ◽

Imbalance Learning ◽

Class Imbalance Learning

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DOS-GAN: A Distributed Over-Sampling Method Based on Generative Adversarial Networks for Distributed Class-Imbalance Learning

Algorithms and Architectures for Parallel Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60248-2_42 ◽

2020 ◽

pp. 609-622

Author(s):

Hongtao Guan ◽

Xingkong Ma ◽

Siqi Shen

Keyword(s):

Sampling Method ◽

Class Imbalance ◽

Generative Adversarial Networks ◽

Adversarial Networks ◽

Imbalance Learning ◽

Class Imbalance Learning

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Development of Predictive Models for “Very Poor” Beach Water Quality Gradings Using Class-Imbalance Learning

Environmental Science & Technology ◽

10.1021/acs.est.1c03350 ◽

2021 ◽

Author(s):

Jiuhao Guo ◽

Joseph H. W. Lee

Keyword(s):

Water Quality ◽

Predictive Models ◽

Class Imbalance ◽

Imbalance Learning ◽

Class Imbalance Learning ◽

Beach Water Quality ◽

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Assessments Metrics for Multi-class Imbalance Learning: A Preliminary Study

Lecture Notes in Computer Science - Pattern Recognition ◽

10.1007/978-3-642-38989-4_34 ◽

2013 ◽

pp. 335-343 ◽

Author(s):

R. Alejo ◽

J. A. Antonio ◽

R. M. Valdovinos ◽

J. H. Pacheco-Sánchez

Keyword(s):

Class Imbalance ◽

Preliminary Study ◽

Imbalance Learning ◽

Class Imbalance Learning

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Ensemble Methods for Class Imbalance Learning

Imbalanced Learning ◽

10.1002/9781118646106.ch4 ◽

2013 ◽

pp. 61-82 ◽

Author(s):

Xu-Ying Liu ◽

Zhi-Hua Zhou

Keyword(s):

Class Imbalance ◽

Ensemble Methods ◽

Imbalance Learning ◽

Class Imbalance Learning

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Class-specific cost-sensitive boosting weighted ELM for class imbalance learning

Memetic Computing ◽

10.1007/s12293-018-0267-4 ◽

2018 ◽

Vol 11 (3) ◽

pp. 263-283 ◽

Author(s):

Bhagat Singh Raghuwanshi ◽

Sanyam Shukla

Keyword(s):

Class Imbalance ◽

Specific Cost ◽

Imbalance Learning ◽

Class Imbalance Learning

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Fuzzy Possibilistic Support Vector Machines for Class Imbalance Learning

Journal of Convergence Information Technology ◽

10.4156/jcit.vol8.issue3.82 ◽

2013 ◽

Vol 8 (3) ◽

pp. 692-701 ◽

Author(s):

Meng Fanrong ◽

Gao Chunxiao ◽

Liu Bing

Keyword(s):

Support Vector Machines ◽

Class Imbalance ◽

Support Vector ◽

Vector Machines ◽

Imbalance Learning ◽

Class Imbalance Learning

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In-hospital Mortality Prediction for ICU Patients on Large Healthcare MIMIC Datasets Using Class Imbalance Learning

2020 5th IEEE International Conference on Big Data Analytics (ICBDA) ◽

10.1109/icbda49040.2020.9101272 ◽

2020 ◽

Author(s):

Lijuan Li ◽

Guangjian Liu

Keyword(s):

Hospital Mortality ◽

Class Imbalance ◽

Mortality Prediction ◽

Icu Patients ◽

Imbalance Learning ◽

Class Imbalance Learning

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