Data Modeling

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Data Modeling

Latest Issue - Volume 1 Number 1 2026

Data Modeling

Data Modeling

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Research Article

Data Modeling and Machine Learning

Research Article | Data Modeling and Machine Learning Published online 11 March 2026
Manuscript-In-Press

HCNN-LSTM with BERT Embeddings and TomekLinks for Imbalanced News Text Classification

Kamruzzaman Mithu 1*, Md. Nesar Uddin 1, Md. Ataur Rahman 1, Sayed Rokibul Hossain 1, Mohammad Nurul Huda 1

pp. 1-8
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This study presents a robust hybrid framework that improves imbalanced news classification through contextual embeddings, better minority-class recognition, and superior performance.

Abstract | Full Text | Open Access Article