Search results: Sage Journals

Restricted accessResearch articleFirst published 2026

Contrastive learning with hybrid data augmentation and pseudo-label supervision for short text clustering

Sen Xu, Tao Yan, Shanliang Yao [...]

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published April 22, 2021

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 accessResearch articleFirst published March, 2024

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

Rémy Decoupes, Mathieu Roche, Maguelonne Teisseire

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published January, 2017

Word co-occurrence augmented topic model in short text

Guan-Bin Chen, Hung-Yu Kao

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published September, 2025

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

Restricted accessResearch articleFirst published January, 2020

Learning to combine classifiers outputs with the transformer for text classification

Margarita Bugueño, Marcelo Mendoza

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published April 18, 2024

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

Restricted accessResearch articleFirst published July, 2026

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

Restricted accessResearch articleFirst published May, 2013

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

Restricted accessResearch articleFirst published 2026

Contrastive learning with hybrid data augmentation and pseudo-label supervision for short text clustering

Sen Xu, Tao Yan, Shanliang Yao [...]

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published April 22, 2021

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 accessResearch articleFirst published March, 2024

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

Rémy Decoupes, Mathieu Roche, Maguelonne Teisseire

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published January, 2017

Word co-occurrence augmented topic model in short text

Guan-Bin Chen, Hung-Yu Kao

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published September, 2025

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

Restricted accessResearch articleFirst published January, 2020

Learning to combine classifiers outputs with the transformer for text classification

Margarita Bugueño, Marcelo Mendoza

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published April 18, 2024

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

Restricted accessResearch articleFirst published July, 2026

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

Restricted accessResearch articleFirst published May, 2013

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