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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

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

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Research article

First published 2017-1

Word co-occurrence augmented topic model in short text

Guan-Bin Chen, Hung-Yu Kao

Intelligent Data Analysis: An International Journal

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Research article

First published 2026

Data augmentation strategies in transfer learning for large language models for enhancing clinical text analysis

Apurba Kumar Samal, V. Subramaniyam, Tarun Mathur [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-9

Exploring data augmentation techniques for advancing emotion recognition in text - An ANOVA-RFE fusion approach with emotion fusion ensemble

Nirmal Varghese Babu, E. Grace Mary Kanaga

Intelligent Data Analysis: An International Journal

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Research article

First published 2020-1

Learning to combine classifiers outputs with the transformer for text classification

Margarita Bugueño, Marcelo Mendoza

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-04-18

Robustness test-time augmentation via learnable aggregation and anomaly detection

Haoyu Xiong, Leixin Yang, Gang Fang [...]

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

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Review article

First published 2025

Optimizing Hate Speech Detection in Malayalam-English Code-Mixed Text: Handling Women's Abuse by Synthetic Data Augmentation

Dhanya LK, Kannan Balakrishnan

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

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Research article

First published 2013-5

Text messaging with pictures and speech synthesis for adolescents and adults with cognitive and communicative disabilities – professionals' views about user satisfaction and participation

Margret Buchholz, Ingrid Mattsson Müller, Ulrika Ferm

Technology and Disability

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Research article

First published 2025-11

Generative Contextual Insights for Social Media Mental Health Detection With Shapley Additive Explanations (SHAP)-Based Interpretation

Rika Tanaka, Megumi Kodaka, Yusuke Fukazawa

Web Intelligence

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