Enrique Valero-Leal

According to our database, Enrique Valero-Leal authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement.

Enrique Valero-Leal, Pedro Larrañaga, Concha Bielza

CoRR, August, 2025

2023

Efficient search for relevance explanations using MAP-independence in Bayesian networks.

Enrique Valero-Leal, Concha Bielza, Pedro Larrañaga, Silja Renooij

Int. J. Approx. Reason., September, 2023

A SHAP-Inspired Method for Computing Interaction Contribution in Deep Knowledge Tracing.

Enrique Valero-Leal, May Kristine Jonson Carlon, Jeffrey S. Cross

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

2022

Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping.

Enrique Valero-Leal, Manuel Campos, Jose M. Juarez

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Interpreting Time-Varying Dynamic Bayesian Networks for Earth Climate Modelling.

Enrique Valero-Leal, Pedro Larrañaga, Concha Bielza

Proceedings of the International Conference on Probabilistic Graphical Models, 2022