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Research article

First published 2009-8

Selective costing ensemble for handling imbalanced data sets

S.B. Kotsiantis, P.E. Pintelas

International Journal of Hybrid Intelligent Systems

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Research article

First published 2012-11

A combined approach to tackle imbalanced data sets

B.K. Sarkar, S.S. Sana, K.S. Chaudhuri

International Journal of Hybrid Intelligent Systems

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Research article

First published 2021-7

Stacked generalizations in imbalanced fraud data sets using resampling methods

Kathleen R Kerwin, Nathaniel D Bastian

The Journal of Defense Modeling and Simulation: Applications,Methodology,Technology

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Research article

First published 2006-8

Rough Sets for Handling Imbalanced Data: Combining Filtering and Rule-based Classifiers

Jerzy Stefanowski, Szymon Wilk

Fundamenta Informaticae

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Research article

First published 2015-7

Instance-based ensemble pruning for imbalanced learning

Weimei Zhi, Huaping Guo, Ming Fan [...]

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2022-1

Machine learning model for umbilical cord classification using combination coiling index and texture feature based on 2-D Doppler ultrasound images

Gede A. Pradipta, Retantyo Wardoyo, Aina Musdholifah [...]

Health Informatics Journal

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Research article

First published 2021-9

A two-stage clustering-based cold-start method for active learning

Deniu He, Hong Yu, Guoyin Wang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2022-5

Multi-class WHMBoost: An ensemble algorithm for multi-class imbalanced data

Jiakun Zhao, Ju Jin, Yibo Zhang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

A fault diagnosis method for multi-class imbalanced data based on compressed sensing and adaptive oversampling techniques

Xiaolei Wang, Yingqi Jiang, Guoqiang Ding [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2007-3

Selective costing voting for bankruptcy prediction

S. Kotsiantis, D. Tzelepis, E. Koumanakos [...]

International Journal of Knowledge-Based and Intelligent Engineering Systems

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