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FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification
Sebastián Maldonado, Carla Vairetti, Alberto Fernández, Francisco Herrera
Complex Engineering System Institute University of Chile Universidad de Los Andes, Chile Universidad de Granada
来源Pattern Recognition
年份2021
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计算机 / AIImbalanced Data Classification Techniques
Text and Document Classification Technologies · Machine Learning and Data Classification
参考文献 54
Generalized mixture operators using weighting functions: A comparative study with WA and OWA
被引 82Rita A. Ribeiro, Ricardo Alberto Marques Pereira · European Journal of Operational Research · 2002
Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines
被引 321Sebastián Maldonado, Richard W. Weber, Fazel Famili · Information Sciences · 2014
Similarity classifier with ordered weighted averaging operators
被引 38Pasi Luukka, Onesfole Kurama · Expert Systems with Applications · 2012
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引用本文 174
Resampling approaches to handle class imbalance: a review from a data perspective
被引 114Miguel Martins Carvalho, Armando J. Pinho, Susana Brás · Journal Of Big Data · 2025
A novel intrusion detection framework for optimizing IoT security
被引 112Abdul Qaddos, Muhammad Usman Yaseen, Ahmad Sami Al‐Shamayleh · Scientific Reports · 2024
RGAN-EL: A GAN and ensemble learning-based hybrid approach for imbalanced data classification
被引 104Hongwei Ding, Yu Sun, Zhenyu Wang · Information Processing & Management · 2022
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