Publications by the researcher in collaboration with Manuel Graña Romay (165)

2024

  1. A Decentralized Collision Avoidance Algorithm for Individual and Collaborative UAVs

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

  2. AI Emmbedded in Drone Control

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

  3. Analysing disease trajectories in a cohort of 71,849 Patients: A visual analytics and statistical approach

    International Journal of Medical Informatics, Vol. 188

  4. Artificial Intelligence Applied to Drone Control: A State of the Art

    Drones, Vol. 8, Núm. 7

  5. Machine Learning First Response to COVID-19: A Systematic Literature Review of Clinical Decision Assistance Approaches during Pandemic Years from 2020 to 2022

    Electronics (Switzerland), Vol. 13, Núm. 6

  6. Multicenter Prospective Blind External Validation of a Machine Learning Model for Predicting Heart Failure Decompensation: A 3-Hospital Validation Study

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

  7. Older Adult Fall Risk Prediction with Deep Learning and Timed Up and Go (TUG) Test Data

    Bioengineering, Vol. 11, Núm. 10

  8. Reinforcement Learning Based Trajectory Planning for Multi-UAV Load Transportation

    IEEE Access, Vol. 12, pp. 144009-144016

  9. Topic Detection in COVID-19 Mortality Time Series

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

2023

  1. Coherence of COVID-19 Mortality of Spain Versus Western European Countries

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

  2. Educational Innovation Project in the Field of Informatics

    Lecture Notes in Networks and Systems

  3. Mortality Risks after Two Years in Frail and Pre-Frail Older Adults Admitted to Hospital

    Journal of Clinical Medicine, Vol. 12, Núm. 9

  4. Prediction and Analysis of Heart Failure Decompensation Events Based on Telemonitored Data and Artificial Intelligence Methods

    Journal of Cardiovascular Development and Disease, Vol. 10, Núm. 2

  5. Risk Factors and Survival After Premature Hospital Readmission in Frail Subjects with Delirium

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

2022

  1. Above-ground biomass estimation from LiDAR data using random forest algorithms

    Journal of Computational Science, Vol. 58

  2. Frailty Related Survival Risks at Short and Middle Term of Older Adults Admitted to Hospital

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

  3. Hybrid Modeling of Deformable Linear Objects for Their Cooperative Transportation by Teams of Quadrotors

    Applied Sciences (Switzerland), Vol. 12, Núm. 10

  4. Machine Learning Algorithms as a Computer-Assisted Decision Tool for Oral Cancer Prognosis and Management Decisions: A Systematic Review

    ORL, Vol. 84, Núm. 4, pp. 278-288

  5. On the Analysis of a Real Dataset of COVID-19 Patients in Alava

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

  6. Risk factors for prediction of delirium at hospital admittance

    Expert Systems, Vol. 39, Núm. 4