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Research article

First published 2018-9

Fast multi-label SVM training based on approximate extreme points

Zhongwei Sun, Zhongwen Guo, Chao Liu [...]

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 2017-1-30

Handling imbalanced classification problem: A case study on social media datasets

Tuong Tri Nguyen, Dosam Hwang, Jason J. Jung

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

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Research article

First published 2019-5

Solving class imbalance problem using bagging,boosting techniques,with and without using noise filtering method

G. Rekha, Amit Kumar Tyagi, V. Krishna Reddy

International Journal of Hybrid Intelligent Systems

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Research article

First published 2014-07

Imbalanced Class Learning in Epigenetics

M. Muksitul Haque, Michael K. Skinner, Lawrence B. Holder

Journal of Computational Biology

Open access

Research article

First published 2015-2

Classification of imbalanced bioinformatics data by using boundary movement-based ELM

Ke Cheng, Qingfang Chen, Xibei Yang [...]

Bio-Medical Materials and Engineering

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Research article

First published 2024-12

Intelligent fault diagnosis based on improved convolutional neural network for small sample and imbalanced bearing data

Xuetao Liu, Hongyan Yang

Transactions of the Institute of Measurement and Control

Free access

Research article

First published 2024-1

Dual generative adversarial networks combining conditional assistance and feature enhancement for imbalanced fault diagnosis

Ranran Li, Shunming Li, Kun Xu [...]

Structural Health Monitoring

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Research article

First published 2008-11

Learning from Skewed Class Multi-relational Databases

Hongyu Guo, Herna L. Viktor

Fundamenta Informaticae

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Research article

First published 2026-2

Data Augmentation: A Combined Inductive-Deductive Approach Featuring Answer Set Programming

Pierangela Bruno, Francesco Calimeri, Cinzia Marte [...]

Intelligenza Artificiale

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