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Author

Aditiya Hermawan

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Conference Sep 2026

A CNN-LSTM Approach to Credit Scoring: Performance Evaluation with Implications for Explainability and Fairness

Credit risk assessment is an important process in financial institutions, since it highly influences the decision in giving loans, determining portfolio quality, and overall financial stability. Traditional approaches such as logistic regression and scorecard model is still often used because they can be easily underst...

Aditiya Hermawan, Idris Gautama So, Riki et al. · 0 citations
Review Open access Jul 2026

Deep Learning Approaches for Hate Speech Detection in Resource-Constrained Social Media Texts: A Comparative Evaluation

This paper further provides empirical evidence regarding the ability of the BERT model in detecting hate speech in a rough text environment and comparing directly with other deep learning techniques, suggesting that BERT has great potential as a multilingual content moderation tool to be applied in informal and unstruc...

Yosia Immanuel Bastian, Aditiya Hermawan, Ardiane Rossi Kurniawan Maranto et al. · 0 citations

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