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Research article

First published 2011-5

A novel SVM modeling approach for highly imbalanced and overlapping classification

Yu Qu, Hongye Su, Lichao Guo [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-12

A quantum-based oversampling method for classification of highly imbalanced and overlapped data

Bei Yang, Guilan Tian, Joseph Luttrell [...]

Experimental Biology and Medicine

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Research article

First published 2014-12

Generating fuzzy rule base classifier for highly imbalanced datasets using a hybrid of evolutionary algorithms and subtractive clustering

M. Mahdizadeh, M. Eftekhari

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

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Research article

First published 2011-11

Evaluation of a new hybrid algorithm for highly imbalanced classification problems

Hernán Ahumada, Guillermo L. Grinblat, Lucas C. Uzal [...]

International Journal of Hybrid Intelligent Systems

Open access

Research article

First published 2021-8

Study of Multi-Class Classification Algorithms’ Performance on Highly Imbalanced Network Intrusion Datasets

Viktoras Bulavas, Virginijus Marcinkevičius, Jacek Rumiński

Informatica: An International Journal of Computing and Informatics

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Research article

First published 2016-5

Sampling based hybrid algorithms for imbalanced data classification

Sujata Dash, Rabi Narayan Behera

International Journal of Hybrid Intelligent Systems

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Research article

First published 2014-1

Robust classification of imbalanced data using one-class and two-class SVM-based multiclassifiers

Sebastián Maldonado, Claudio Montecinos

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2015

Prediction of O-glycosylation Sites Using Random Forest and GA-Tuned PSO Technique

Hebatallah Hassan, Amr Badr, M. B. Abdelhalim

Bioinformatics and Biology Insights

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Research article

First published 2015-11

Improving Random Forest and Rotation Forest for highly imbalanced datasets

Chong Su, Shenggen Ju, Yiguang Liu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-5

A framework of Polar CanisFel optimization-based deep ensemble classifier with graph embedding for imbalanced data classification

Vikas Gajananrao Bhowate, T Hanumantha Reddy

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