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David Wheeler

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Open access 2025

Large Language Model-Assisted Metadata Engineering for Enterprise Data Platforms

Enterprise metadata is essential for data discovery, governance, integration, and analytics. Traditional metadata engineering relies on manual, rule-based approaches that struggle with dynamic, heterogeneous enterprise data across cloud, IoT, ERP, CRM, and data lake environments. This study proposes a Large Language Mo...

David Wheeler, Michael Gordon · 0 citations
Open access 2025

Uncertainty-Aware Machine Learning Models for Trustworthy Predictive Decision Support Systems

An uncertainty-aware machine learning framework that integrates uncertainty quantification, probabilistic modeling, explainable AI, and adaptive learning to improve prediction reliability, transparency, and decision confidence is proposed.

David Wheeler, Michael Gordon · 0 citations

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