Folasade Yetunde Ayankoya

A Systematic Review of Machine Learning and Deep Learning Approaches for Heart Disease Prediction

Folasade Yetunde Ayankoya, Shade Oluwakemi Kuyoro, Uchenna Jeremiah Nzenwata & Emokiniovo Edwin · Asian Journal of Research in Computer Science · 2025

Machine learning (ML) and deep learning (DL) approaches have shown increasing promise for heart disease prediction, but comprehensive evidence regarding their effectiveness compared to traditional clinical methods, implementation challenges, and real-world deployment readiness re...

Open access Research Article 10.9734/ajrcos/2025/v18i12799

Neuro-Symbolic AI in Database Systems: A Systematic Review of Query Processing, Knowledge Graph Reasoning, Data Storage and Integration

Uchenna Jeremiah Nzenwata, Folasade Yetunde Ayankoya, Shade Oluwakemi Kuyoro & Emokiniovo Edwin · Asian Journal of Research in Computer Science · 2025

Neuro-symbolic AI is changing how database systems work by combining neural networks' ability to recognize patterns in data with the logical reasoning of symbolic AI. This review looks at how these two approaches work together to improve database systems in areas like query proce...

Open access Research Article 10.9734/ajrcos/2025/v18i12787