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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

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Research article

First published 2025-9

A transformer fault diagnosis method for small-sample imbalanced data based on self-supervised representation learning

Meng Guo, Haoyu Liu, Yanfei Sun [...]

Intelligent Decision Technologies

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Research article

First published 2025-12

Fault diagnosis of planetary gearboxes under small and imbalanced samples based on enhanced Siamese network with improved downsampling module

Na Zhang, Lixiang Duan, Xiaoxuan Fan

Journal of Vibration and Control

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Research article

First published 2007-3

Selective costing voting for bankruptcy prediction

S. Kotsiantis, D. Tzelepis, E. Koumanakos [...]

International Journal of Knowledge-Based and Intelligent Engineering Systems

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Research article

First published 2020-2

A generative adversarial network–based method for generating negative financial samples

Zhaohui Zhang, Lijun Yang, Ligong Chen [...]

International Journal of Distributed Sensor Networks

Open access

Research article

First published 2021-12-30

A deep learning approach to injury forecasting in NBA basketball

Alexander Cohan, Jake Schuster, Jose Fernandez

Journal of Sports Analytics

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Research article

First published 2002-7

Instance-based data reduction for improved identification of difficult small classes

Jorma Laurikkala

Intelligent Data Analysis: An International Journal

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Research article

First published 2017-2-24

An improved fuzzy classifier for imbalanced data

Dandan Yan, Youlong Yang, Benchong Li

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

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Research article

First published 2012-11

On sampling strategies for small and continuous data with the modeling of genetic programming and adaptive neuro-fuzzy inference system

S. Sen, E.A. Sezer, C. Gokceoglu [...]

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

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Research article

First published 2023-11-10

Con2Mix: A semi-supervised method for imbalanced tabular security data 1

Xiaodi Li, Latifur Khan, Mahmoud Zamani [...]

Journal of Computer Security

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