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Research article

First published 2025-9

Application of data augmentation techniques in tunnel health assessment

Jinglong Li, Xiufang Zheng, Diyang Chen [...]

Journal of Computational Methods in Sciences and Engineering

Open access

Research article

First published 2024-3

GeoNLPlify: A spatial data augmentation enhancing text classification for crisis monitoring

Rémy Decoupes, Mathieu Roche, Maguelonne Teisseire

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2025

Semantic-Based Data Augmentation for Machine Learning Prediction Enhancement

Majlinda Llugiqi, Fajar J Ekaputra, Marta Sabou

Neurosymbolic Artificial Intelligence

Open access

Research article

First published 2023-10

Data augmentation using generative models for track intrusion detection

Soohyung Lee, Beomseong Kim, Heesung Lee

Science Progress

Open access

Research article

First published 2020

Augmenting Surveys With Data From Sensors and Apps: Opportunities and Challenges

Bella Struminskaya, Peter Lugtig, Florian Keusch [...]

Social Science Computer Review

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Research article

First published 2022-3

Augmenting data with generative adversarial networks: An overview

Hrvoje Ljubić, Goran Martinović, Tomislav Volarić

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-07-02

STA: An efficient data augmentation method for low-resource neural machine translation

Fuxue Li, Chuncheng Chi, Hong Yan [...]

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

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Research article

First published 2021-7

Training data augmentation for deep learning radio frequency systems

William H Clark, Steven Hauser, William C Headley [...]

The Journal of Defense Modeling and Simulation: Applications,Methodology,Technology

Open access

Research article

First published 2025-7

Enhancing body fat prediction with WGAN-GP data augmentation and XGBoost algorithm

Xiangyu Wang, Shuai Chang

Science Progress

Retricted access

Research article

First published 2023-11

Machine learning and data augmentation in the proxy means test for poverty targeting

Wayne Wobcke, Siti Mariyah

Statistical Journal of the IAOS

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