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First published 2011-8

The Importance of Balanced Data Sets for Partial Least Squares Discriminant Analysis: Classification Problems Using Hyperspectral Imaging Data

Susanne W. Lindström, Paul Geladi, Oskar Jonsson [...]

Journal of Near Infrared Spectroscopy

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Research article

First published 2009-3

Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions

Hidenao Abe, Shusaku Tsumoto

Fundamenta Informaticae

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First published 2026

Enhanced COVID-19 Classification Using SMOTE-KELM: A Comprehensive Review and Proposed Framework

Nikhat Ali, Virendra P Vishwakarma

The European Journal on Artificial Intelligence

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First published 2023-1

LSEC: Large-scale spectral ensemble clustering

Hongmin Li, Xiucai Ye, Akira Imakura [...]

Intelligent Data Analysis: An International Journal

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First published 2025-9

Weighted Linear Loss Projection Twin Extreme Learning Machine

Qing Wu, Yao Wei, Lu Chen [...]

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

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First published 2026-5

An oversampling method based on FEM for multibolt looseness monitoring using Lamb waves

Jinsong Yang, Maosheng Hua, Tianjian Yu [...]

Structural Health Monitoring

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First published 2023-10-04

Disk failure prediction based on association analysis and SSA-LSTM

Xiaojun Bai, Zhaofeng Pan, Gong Meng [...]

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

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First published 2024-03-27

An adaptive weighted ensemble learning network for diabetic retinopathy classification

Panpan Wu, Yue Qu, Ziping Zhao [...]

Journal of X-Ray Science and Technology

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Research article

First published 2021-04-22

A two-stage balancing strategy based on data augmentation for imbalanced text sentiment classification

Zhicheng Pang, Hong Li, Chiyu Wang [...]

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

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Research article

First published 2025-11

Recognizing Conditional Causal Relationships about Emotions and Their Corresponding Conditions

Xinhong Chen, Zongxi Li, Haoran Xie [...]

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