2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Univariate Skeleton Prediction in Multivariate Systems Using Transformers
Giorgio Morales, John W. Sheppard
Symbolic regression (SR) methods attempt to learn mathematical expressions that approximate the behavior of an observed system. However, when dealing with multivariate systems, the…
cs.LG2024
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones
Giorgio Morales, John Sheppard
In Precision Agriculture, the utilization of management zones (MZs) that take into account within-field variability facilitates effective fertilizer management. This approach enabl…
cs.LG2023★ 2 cited
Counterfactual Explanations of Neural Network-Generated Response Curves
Giorgio Morales, John Sheppard
Response curves exhibit the magnitude of the response of a sensitive system to a varying stimulus. However, response of such systems may be sensitive to multiple stimuli (i.e., inp…