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Research article

First published 2013-1

Optimizing Classification Decision Trees by Using Weighted Naïve Bayes Predictors to Reduce the Imbalanced Class Problem in Wireless Sensor Network

Hang Yang, Simon Fong, Raymond Wong [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2019-3

Cost-sensitive convolutional neural networks for imbalanced time series classification

Yue Geng, Xinyu Luo

Intelligent Data Analysis: An International Journal

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Research article

First published 2022-07-21

RETRACTED: Oversampling by genetic algorithm and k-nearest neighbors for network intrusion problem

Wattana Jindaluang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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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 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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Research article

First published 2023-01-30

A survey of multi-class imbalanced data classification methods

Meng Han, Ang Li, Zhihui Gao [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2014-11

Hybrid probabilistic sampling with random subspace for imbalanced data learning

Peng Cao, Dazhe Zhao, Osmar Zaiane

Intelligent Data Analysis: An International Journal

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Research article

First published 2014-11

An improved semi-supervised learning method for software defect prediction

Ying Ma, Weiwei Pan, Shunzhi Zhu [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-3

A comparative study on class-imbalanced gas turbine fault diagnosis

Mingliang Bai, Jinfu Liu, Zhenhua Long [...]

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2022-11

RBSP-Boosting: A Shapley value-based resampling approach for imbalanced data classification

Weitu Chong, Ningjiang Chen, Chengyun Fang

Intelligent Data Analysis: An International Journal

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