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Author

M. Seera

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Review Open access Oct 2026

Predicting ESG adoption among Malaysian SMEs using explainable machine learning

Environmental, social, and governance (ESG) considerations are increasingly embedded in regulatory frameworks, financial markets, and corporate strategy worldwide. While large listed firms have been the primary focus of ESG reporting requirements, small and medium enterprises (SMEs) play a central role in employment, s...

Showherda Ad-Din, M. Seera · 0 citations
Review Open access Jul 2026

Towards transparent financial AI: a systematic review of graph learning and explainable methods for credit risk and fraud detection

A deployment-oriented reference framework is proposed that links graph construction, graph-based modelling, explainability mechanisms, monitoring, human oversight, and governance controls for developing scalable, transparent, and accountable financial AI systems.

Zahra Shams Khoozani, M. Seera, C. Lim · 3 citations

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