2 papers
cs.SE2025
How do Machine Learning Models Change?
Joel Castaño, Rafael Cabañas, Antonio Salmerón +2
The proliferation of Machine Learning (ML) models and their open-source implementations has transformed Artificial Intelligence research and applications. Platforms like Hugging Fa…
cs.AI2024
Bayesian Networks for Causal Analysis in Socioecological Systems
Rafael Cabañas, Ana D. Maldonado, MarÃa Morales +2
Causal and counterfactual reasoning are emerging directions in data science that allow us to reason about hypothetical scenarios. This is particularly useful in fields like environ…