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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

G. Apaflo

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Review Open access Aug 2026

The Evolution of Spatiotemporal Hotspot Prediction in Public Health: Emerging Paradigms from Spatial Epidemiology to GeoAI and Foundation Models

Spatiotemporal hotspot prediction has become essential for proactive public health surveillance and intervention. Over several decades, analytical approaches in this field have evolved from classical spatial epidemiology through Bayesian modeling, machine learning, deep learning, GeoAI, and more recently, foundation mo...

G. Wayoe, G. Apaflo, S. Adjaottor · 0 citations
Review Open access Sep 2026

Machine Learning in Corporate Financial Decision-Making: A Critical Narrative Review of Predictive Models for Investment, Valuation, and Risk Assessment

Machine learning is increasingly applied to support corporate financial decisions under conditions of high dimensionality, nonlinearity, and rapid information change. This critical narrative review examines how predictive models have been used across three core domains: investment decision-making, valuation, and risk a...

Shingai Tamia Kamoto, G. Apaflo, S. Adjaottor · 0 citations
Review Open access Sep 2026

A Comprehensive Review of Predictive Analytics in Audit Risk Assessment for Advancing Data-Driven Decision-Making and Financial Transparency

Audit risk assessment remains a foundational element of the financial statement audit, yet traditional approaches that rely primarily on professional judgment and sampling face growing limitations. Rising volumes of transactional data, increasing complexity in financial reporting, and more sophisticated forms of fraud...

S. Adjaottor, E. Afriyie, G. Apaflo · 0 citations
Review Open access Sep 2026

Strengthening Financial Integrity in U.S. Public Health Systems: The Mediating Role of Governance and Organizational Readiness in Analytics- and Machine Learning-Enabled Audit Optimization

U.S. public health financing systems, particularly Medicare and Medicaid, continue to face substantial improper-payment and fraud risks. Analytics and machine learning offer expanded detection coverage, more focused investigative targeting, and opportunities for earlier intervention. Evidence from technical studies and...

E. Afriyie, G. Apaflo, Yeboah Mary Magdalene · 0 citations
Review Open access Jul 2026

A Critical Integrative Review of Technology Assurance for Operational Resilience in U.S. Regulated Organizations

Technology assurance practices have become central to efforts aimed at strengthening operational resilience across U.S. regulated sectors, including finance, healthcare, and critical infrastructure. This integrative review examines how audits, compliance mechanisms, governance frameworks, and emerging-technology contro...

Matilda Konotey, Daniel Bamfo, G. Apaflo · 0 citations
Review Open access Jul 2026

Fragmentation and Harmonization of Cybersecurity and IT Control Frameworks: An Integrative Review of U.S. Governance Practices

This review synthesizes cross-sector evidence to identify structural, operational, and technological barriers to harmonization, while proposing an integrative governance perspective grounded in recent empirical and policy literature.

William Asare Yirenkyi, G. Apaflo, Matilda Konotey et al. · 0 citations

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