Publications (36) David Alonso Ríos publications

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. Gamifying Machine Teaching: Human-in-the-Loop Approach for Diphthong and Hiatus Identification in Spanish Language

    Procedia Computer Science

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

    Proceedings of the International Joint Conference on Neural Networks

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

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

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

    VI Congreso XoveTIC: impulsando el talento científico

  5. Usability Heuristics and Guidelines for RESTful APIs and Application to a Case Study

    Proceedings of the ACM Symposium on Applied Computing

  6. Usability Heuristics and Guidelines for RESTful APIs and Application to the Twitter API

    2023 Research in Adaptive and Convergent Systems RACS 2023

2022

  1. A classification and review of tools for developing and interacting with machine learning systems

    Proceedings of the ACM Symposium on Applied Computing

2021

  1. Improving Medical Data Annotation Including Humans in the Machine Learning Loop †

    Engineering Proceedings, Vol. 7, Núm. 1

  2. Integrating iterative machine teaching and active learning into the machine learning loop

    Procedia Computer Science

2020

  1. Usability heuristics for domain-specific languages (DSLs)

    Proceedings of the ACM Symposium on Applied Computing

2019

  1. Special track on usability engineering

    Proceedings of the ACM Symposium on Applied Computing

2018

  1. A Systematic and Generalizable Approach to the Heuristic Evaluation of User Interfaces

    International Journal of Human-Computer Interaction, Vol. 34, Núm. 12, pp. 1169-1182

  2. A heuristic evaluation of the user and programming interfaces of a sleep medicine application

    Proceedings of the ACM Symposium on Applied Computing

  3. A systematic approach to API usability: Taxonomy-derived criteria and a case study

    Information and Software Technology, Vol. 97, pp. 46-63

  4. Mejora de la motivación del alumnado mediante la realización de un debate en la materia de Sistemas Inteligentes

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 3

  5. Special track on usability engineering

    Proceedings of the ACM Symposium on Applied Computing

2017

  1. Usability evaluation and development of heuristics for second-screen applications

    Proceedings of the ACM Symposium on Applied Computing

2014

  1. A Taxonomy-Based Usability Study of an Intelligent Speed Adaptation Device

    International Journal of Human-Computer Interaction, Vol. 30, Núm. 7, pp. 585-603

  2. A user study on tailoring GUIs for smartphones

    Proceedings of the ACM Symposium on Applied Computing