Publications (58) Publications in which a researcher has participated

2024

  1. Aerodynamic shape optimization using graph variational autoencoders and genetic algorithms

    Structural and Multidisciplinary Optimization, Vol. 67, Núm. 3

  2. Asistencia a clase y enfoque del estudio:: su influencia en el rendimiento de los estudiantes

    XVI Congreso de Tecnología, Aprendizaje y Enseñanza de la Electrónica (TAEE 2024). Libro de actas: XVI Conferência em Tecnologia, Aprendizagem e Ensino da Eletrónica (TAEE 2024). Livro de atas.XVI International Conference of Technology, Learning and Teaching of Electronics (TAEE 2024). Proceedings book

  3. Class Attendance and Study Focus: Influence on Student Performance

    16th Congreso de Tecnologia, Aprendizaje y Ensenanza de la Electronica, TAEE 2024

  4. DRVMon-VM: Distracted driver recognition using large pre-trained video transformers

    IEEE Intelligent Vehicles Symposium, Proceedings

  5. Decision Making for Autonomous Driving Stack: Shortening the Gap from Simulation to Real-World Implementations

    IEEE Intelligent Vehicles Symposium, Proceedings

  6. Diagnosis of multiple sclerosis using optical coherence tomography supported by explainable artificial intelligence

    Eye (Basingstoke), Vol. 38, Núm. 8, pp. 1502-1508

  7. Efficient Baselines for Motion Prediction in Autonomous Driving

    IEEE Transactions on Intelligent Transportation Systems, Vol. 25, Núm. 5, pp. 4192-4205

2023

  1. Augmented Reinforcement Learning with Efficient Social-Based Motion Prediction for Autonomous Decision-Making

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

  2. Contribution to Early Diagnosis of Multiple Sclerosis using Optical Coherence Tomography and Support Vector Machine

    Procedia Computer Science

  3. Diagnosis of multiple sclerosis using optical coherence tomography supported by artificial intelligence

    Multiple Sclerosis and Related Disorders, Vol. 74

  4. Differential Study of Retinal Thicknesses in the Eyes of Alzheimer’s Patients, Multiple Sclerosis Patients and Healthy Subjects

    Biomedicines, Vol. 11, Núm. 12

  5. Efficient Context-Aware Graph Transformer for Vehicle Motion Prediction

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

  6. How to select the electronic target for robot trajectory tracking Lyapunov-based controllers: Comparative study and experimental results

    Electronics Letters, Vol. 59, Núm. 16

  7. Hybrid Decision Making for Autonomous Driving in Complex Urban Scenarios

    IEEE Intelligent Vehicles Symposium, Proceedings

  8. Hybrid MPC and Spline-Based Controller for Lane Change Maneuvers in Autonomous Vehicles

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

  9. Improving Multi-Agent Motion Prediction with Heuristic Goals and Motion Refinement

    IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

2022

  1. 360 ∘ real-time and power-efficient 3D DAMOT for autonomous driving applications

    Multimedia Tools and Applications, Vol. 81, Núm. 19, pp. 26915-26940

  2. ARAGAN: A dRiver Attention estimation model based on conditional Generative Adversarial Network

    IEEE Intelligent Vehicles Symposium, Proceedings

  3. Deep reinforcement learning based control for Autonomous Vehicles in CARLA

    Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3553-3576

  4. Early diagnosis of multiple sclerosis using swept-source optical coherence tomography and convolutional neural networks trained with data augmentation

    Sensors, Vol. 22, Núm. 1