Data Modeling

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Data Modeling

Data Modeling is an international, open access, peer-reviewed journal that publishes: Original Research; Reviews; Hypothesis formation and commentaries in the fields of b

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Data Modeling

Volume 1 Number 1 2026

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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

Data Modeling
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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


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