Keywords: Machine learning
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Journal Articles
Journal Articles
International Journal of Islamic and Middle Eastern Finance and Management (2026) 19 (3): 719–739.
Published: 12 September 2025
...Fahim Afzal; Farman Afzal; Muhammad Kamran; Haiying Pan Purpose The fast development of artificial intelligence ( AI ) and machine learning techniques can help develop precise and trustworthy forecasting models with precision to predict the volatile and irregular stock behavior in the market...
Journal Articles
International Journal of Islamic and Middle Eastern Finance and Management (2025) 18 (3): 717–741.
Published: 29 January 2025
... set from 2012 to 2022, retrieved from the Eikon Reuter database. Different machine learning tools such as decision trees, random forests, gradient boosting and deep neural networks have been applied to capture the non-linear relationship and co-movement among the variables. Furthermore, K-clustering...
Journal Articles
International Journal of Islamic and Middle Eastern Finance and Management (2024) 17 (2): 345–365.
Published: 03 April 2024
... that are crucial for assessing creditworthiness of the Islamic banks, thereby evaluating the stability of their industry. Design/methodology/approach Three distinct machine learning algorithms are exploited and evaluated for the desired objective. This research initially uses the decision tree machine learning...
Journal Articles
International Journal of Islamic and Middle Eastern Finance and Management (2023) 16 (4): 777–801.
Published: 20 December 2022
.... Design/methodology/approach This study uses machine-learning tools to build a happiness function and integrate it in an agent-based model to test for the direct and indirect welfare effects of implementing Islamic banking principles. Findings This study shows that even though Islamic banking systems...
Journal Articles

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