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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

A. Oduroye

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Open access 2026

A Comparative Analysis of Machine Learning Algorithms for the Early Prediction of Diabetes with an Evaluation of Class-Imbalance Handling

The study comes to the conclusion that headline accuracy is an unreliable guide in imbalanced medical prediction, that imbalance handling can change a model's practical usefulness, and that this benefit is strongly algorithm-dependent, meaning that the decision to resample should be based on the algorithm and the screening priorities rather than being applied consistently.

A. Oduroye, Temilade Opanuga, Esther Tosin Akanbi et al. · 0 citations
Open access 2026

Evaluating the Architectural Impact of Monolithic and Microservices Styles on Operational Efficiency in Modern Software Systems

This paper analyzes the two software architectural approaches namely Monolithic Architecture vs Microservices Architecture when considering scalable software development, and puts the following into consideration: empirical trade-offs, scalability consideration, organizational implications, and development complexity.

Theophilus Bamise Ajala, A. Oduroye, I. Ayoade et al. · 0 citations