Human-in-the-loop machine learning: a state of the art E Mosqueira-Rey, E Hernández-Pereira, D Alonso-Ríos, ... Artificial Intelligence Review 56 (4), 3005-3054, 2023 | 314 | 2023 |
A classification and review of tools for developing and interacting with machine learning systems E Mosqueira-Rey, EH Pereira, D Alonso-Ríos, J Bobes-Bascarán Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 1092-1101, 2022 | 12 | 2022 |
Improving medical data annotation including humans in the machine learning loop J Bobes-Bascarán, E Mosqueira-Rey, D Alonso-Ríos Engineering Proceedings 7 (1), 39, 2021 | 6 | 2021 |
Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach E Mosqueira-Rey, E Hernández-Pereira, J Bobes-Bascarán, ... Neural Computing and Applications 36 (5), 2597-2616, 2024 | 3 | 2024 |
Human-In-The-Loop machine learning for the treatment of pancreatic cancer E Mosqueira-Rey, A Pérez-Sánchez, E Hernández-Pereira, ... 2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023 | 3 | 2023 |
A system for dynamic adaptation of Web interfaces based on user interaction requirements J Gonzalez-Pisano, M Rodriguez-Fernandez, M Gonzalez-Rodriguez, ... Computers Helping People with Special Needs: 11th International Conference …, 2008 | 2 | 2008 |
Using Active Learning to Improve the Treatment Selection on Pancreatic Cancer Patients J Bobes-Bascarán, A Pérez-Sánchez, E Mosqueira-Rey, D Alonso-Rıos, ... Proceedings of V XoveTIC Conference. XoveTIC 14, 70-72, 2023 | 1 | 2023 |
Assessing Agnostic Explainability Models using Medical Guidelines J Bobes-Bascarán, Á Fernández-Leal, E Mosqueira-Rey, ... XX Conferencia de la Asociación Española para la Inteligencia Artificial 1 …, 2024 | | 2024 |
Evaluating Explanatory Capabilities of Machine Learning Models in Medical Diagnostics: A Human-in-the-Loop Approach J Bobes-Bascarán, E Mosqueira-Rey, Á Fernández-Leal, ... arXiv preprint arXiv:2403.19820, 2024 | | 2024 |
Understanding Machine Learning Explainability Models in the context of Pancreatic Cancer Treatment J Bobes-Bascarán, Á Fernández-Leal, E Mosqueira-Rey, D Alonso Ríos, ... VI Congreso Xove TIC: impulsando el talento científico. Octubre, 2023, A …, 2023 | | 2023 |