Publications by the researcher in collaboration with Angel Fernández Leal (16)

2024

  1. Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach

    Neural Computing and Applications, Vol. 36, Núm. 5, pp. 2597-2616

2023

  1. Human-in-the-Loop Machine Learning for the Treatment of Pancreatic Cancer

    Proceedings of the International Joint Conference on Neural Networks

  2. Human-in-the-loop machine learning: a state of the art

    Artificial Intelligence Review, Vol. 56, Núm. 4, pp. 3005-3054

  3. Understanding Machine Learning Explainability Models in the context of Pancreatic Cancer Treatment

    VI Congreso XoveTIC: impulsando el talento científico

2017

  1. A knowledge model for the development of a framework for hypnogram construction

    Knowledge-Based Systems, Vol. 118, pp. 140-151

2016

  1. Towards the standardization of Hypnograms construction for sleep analysis

    IFMBE Proceedings

2012

  1. A framework for handling fuzzy temporal events

    Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 179-188

  2. Prosaico: An intelligent system for the management of a sports facility

    Advances in Intelligent Systems and Computing

  3. Prosaico: Characterisation of objectives within the scope of an intelligent system for sport advising

    Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 238-247

2009

  1. Causal temporal constraint networks for representing temporal knowledge

    Expert Systems with Applications, Vol. 36, Núm. 1, pp. 27-42

  2. CommonKADS modelling of an intelligent system for Personalised Sports Advising

    Proceedings of the IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2009

2008

  1. An expert system to achieve fuzzy interpretations of validation data

    Expert Systems with Applications, Vol. 35, Núm. 4, pp. 2089-2106

2007

  1. Temporal knowledge in the intelligent diagnosis of sleep apnea syndrome: A new approach

    Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

  2. The CTCN temporal model for representing knowledge in the sleep apnea syndrome diagnostic task

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006

  1. A computable model for representing temporal knowledge and managing causality

    Proceedings of the Mediterranean Electrotechnical Conference - MELECON

  2. Aspectos temporales de la representación de conocimiento en el síndrome de apneas del sueño

    Aspectos temporales de la representación de conocimiento en el síndrome de apneas del sueño