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José Bobes-Bascarán
José Bobes-Bascarán
University of Coruña - University of Oviedo (Asturias)
Verified email at udc.es
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Year
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
1972023
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
122022
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
62021
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
22024
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
22023
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
22008
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
12023
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
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