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Research article

First published 2025-9

Hybrid intelligent system for internet of things network attack detection and defense techniques

Shylaja N S, Shajahan Basheer

Intelligent Decision Technologies

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Review article

First published 2025-5

A review of intelligent data analysis: Machine learning approaches for addressing class imbalance in healthcare - challenges and perspectives

Bashar Hamad Aubaidan, Rabiah Abdul Kadir, Mohamed Taha Lajb [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2020-08-31

Irony detection in Twitter with imbalanced class distributions

Delia Irazú Hernández Farías, Ronaldo Prati, Francisco Herrera [...]

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

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Research article

First published 2023-5

Imbalanced data classification using improved synthetic minority over-sampling technique

Yamijala Anusha, R. Visalakshi, Konda Srinivas

Multiagent and Grid Systems

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Research article

First published 2019-12-23

Data reduction and stacking for imbalanced data classification

Ireneusz Czarnowski, Piotr Jędrzejowicz

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

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Research article

First published 2021-08

An Ensemble-Based Scalable Approach for Intrusion Detection Using Big Data Framework

Santosh Kumar Sahu, Durga Prasad Mohapatra, Jitendra Kumar Rout [...]

Big Data

Open access

Research article

First published 2014-11

Effects of innovative virtual reality game and EMG biofeedback on neuromotor control in cerebral palsy

Ji Won Yoo, Dong Ryul Lee, Yon Ju Sim [...]

Bio-Medical Materials and Engineering

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Research article

First published 2025-11

Semantics-based oversampling for imbalanced named entity recognition datasets using Word2Vec embeddings

Adel Belbekri, Wissem Bouarroudj, Fouzia Benchikha [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2022-08-10

Effective management of class imbalance problem in climate data analysis using a hybrid of deep learning and data level sampling

R.J. Aarthi, B. Vinayagasundaram

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

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Research article

First published 2026

Prediction of mechanical properties of cold-rolled steel under imbalanced sample conditions

Qiwen Zhang, Haitao Wang

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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