2 papers
cs.LG2025
Domain Knowledge in Artificial Intelligence: Using Conceptual Modeling to Increase Machine Learning Accuracy and Explainability
V. C. Storey, J. Parsons, A. Castellanos +4
Machine learning enables the extraction of useful information from large, diverse datasets. However, despite many successful applications, machine learning continues to suffer from…
cs.CY2025
Understanding and Improving Data Repurposing
J. Parsons, R. Lukyanenko, B. Greenwood +1
We live in an age of unprecedented opportunities to use existing data for tasks not anticipated when those data were collected, resulting in widespread data repurposing. This comme…