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Serif Oyindamola Oyesiji

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Review Open access Sep 2026

Predictive Analytics in Banking: Regulatory Reporting, Supervision, and Portfolio Oversight, Advances and Future Opportunities

Predictive analytics has moved from a peripheral experimental capability to a central instrument in how banks report to regulators, how supervisors monitor systemic and idiosyncratic risk, and how institutions oversee the health of their portfolios. This paper surveys the state of the art across three interlocking doma...

Ifeanyichukwu Jeffrey Okwesa, Uchechi Mary-Linda Unamma, Funmilayo Ashore-Onisemo et al. · 0 citations
Review Open access 2026

Optimizing Regularized Logistic Regression Pipelines on Cleaned Biomarker Datasets: A Leakage-Proof Benchmarking Protocol for Diagnostic and Prognostic Modeling

Logistic regression remains the workhorse of biomarker-based diagnostic and prognostic modeling, and for principled reasons: it yields calibrated probabilities when fitted and validated correctly, its coefficients support biological and clinical interpretation, and its statistical behavior under limited events is thoro...

Stanley Nwakamma, Serif Oyindamola Oyesiji, H. Sankara et al. · 0 citations
Open access Sep 2026

A Hardware-In-The-Loop CI/CD Validation Framework for IoT and Vehicle Embedded Systems Using C# and Azure Devops

Continuous integration and delivery transformed mainstream software engineering, yet embedded development for Internet of Things devices and vehicle systems remains only partially served by it, because the property that matters most, correct behavior of software on real hardware interacting with real signals, is exactl...

Kingsley Chinazaekpere Ndupu, Emmanuel Eniola Ajala, Serif Oyindamola Oyesiji et al. · 0 citations
Open access Sep 2026

Edge-Optimized YOLO Architectures for Real-Time Autonomous Vehicle Perception: A Hardware-Aware Co-Design Framework

Object detection is the perceptual backbone of autonomous driving, and single-stage detectors of the YOLO family have become the practical default wherever frames must be processed within real-time budgets. Yet the published detection literature optimizes predominantly for benchmark accuracy on server-class accelerator...

H. Sankara, Serif Oyindamola Oyesiji, Emmanuel Eniola Aalaj et al. · 0 citations
#software testing Review Open access Sep 2026

Automated Validation in Embedded IoT Development: A Review of Continuous Integration and Delivery across the Fidelity Ladder

The review weighs the empirical evidence on continuous practices in embedded organisations, identifies areas where evidence is thin—benchmarks, cross-level coverage reasoning, and pipeline-scale evaluation—and closes with directions for research and practice.

Serif Oyindamola Oyesiji, Chukwudera Obumneke Anunagba, Stanley Nwakamma et al. · 0 citations
#federated learning Review Open access Sep 2026

On-Device Privacy and Zero-Knowledge Storage in Mobile Applications: A Review with Attention to Cross-Platform React Native Development

This review synthesizes the research literature relevant to building such applications, with specific attention to the cross-platform reality in which much of the mobile ecosystem, prominently React Native applications, is actually built, and identifies directions for research and practice.

Serif Oyindamola Oyesiji, Kingsley Chinazaekpere Ndupu, Chukwudera Obumneke Anunagba et al. · 0 citations

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