Raül Fabra-Boluda

According to our database, Raül Fabra-Boluda authored at least 6 papers between 2017 and 2024.

Collaborative distances:

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

2024

Unveiling the robustness of machine learning families.

Raül Fabra-Boluda, Cèsar Ferri, María José Ramírez-Quintana, Fernando Martínez-Plumed

Mach. Learn. Sci. Technol., 2024

2022

Robustness Testing of Machine Learning Families using Instance-Level IRT-Difficulty.

Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, María José Ramírez-Quintana

Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

A Fine-Grained Study of Interpretability of Convolutional Neural Networks for Text Classification.

Maite Giménez, Ares Fabregat-Hernández, Raül Fabra-Boluda, Javier Palanca, Vicent J. Botti

Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

2020

Family and Prejudice: A Behavioural Taxonomy of Machine Learning Techniques.

Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, José Hernández-Orallo, M. José Ramírez-Quintana

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2018

Identifying the Machine Learning Family from Black-Box Models.

Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana

Proceedings of the Advances in Artificial Intelligence, 2018

2017

Modelling Machine Learning Models.

Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, M. José Ramírez-Quintana

Proceedings of the Philosophy and Theory of Artificial Intelligence 2017, 2017