Publications in collaboration with researchers from Basque Research and Technology Alliance (38)

2025

  1. Diverse policy generation for the flexible job-shop scheduling problem via deep reinforcement learning with a novel graph representation

    Engineering Applications of Artificial Intelligence, Vol. 139

2024

  1. An overactuated aerial robot based on cooperative quadrotors attached through passive universal joints: Modeling, control and 6-DoF trajectory tracking

    Robotics and Autonomous Systems, Vol. 180

  2. Exploring Data Augmentation and Active Learning Benefits in Imbalanced Datasets

    Mathematics, Vol. 12, Núm. 12

  3. Harnessing the Power of Large Language Models for Automated Code Generation and Verification

    Robotics, Vol. 13, Núm. 9

  4. High accuracy hybrid kinematic modeling for serial robotic manipulators

    Robotica

  5. On the use of machine learning for predicting femtosecond laser grooves in tribological applications

    Tribology International, Vol. 200

  6. Unsupervised Anomaly Detection Approach for Cyberattack Identification

    International Journal of Machine Learning and Cybernetics, Vol. 15, Núm. 11, pp. 5291-5302

2023

  1. Comprehensive Analysis of Different Techniques for Data Augmentation and Proposal of New Variants of BOSME and GAN

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

  2. Ensemble of 6 DoF Pose estimation from state-of-the-art deep methods.

    Neurocomputing, Vol. 541

  3. Ethool, a tool to enable legal decision-making in research involving humans using new technologies in Europe: design and usability validation

    Universal Access in the Information Society

  4. First Steps Predicting Execution of Civil Works from Georeferenced Infrastructure Data

    Lecture Notes in Networks and Systems

  5. Text Classification For Early Detection of Eating Disorders and Depression in Spanish

    CEUR Workshop Proceedings

  6. VICOMTECH at MedProcNER 2023: Transformers-based Sequence-labelling and Cross-encoding for Entity Detection and Normalisation in Spanish Clinical Texts

    CEUR Workshop Proceedings

  7. Visualizations for the evolution of Variant-Rich Systems: A systematic mapping study

    Information and Software Technology, Vol. 154

2022

  1. An active adaptation strategy for streaming time series classification based on elastic similarity measures

    Neural Computing and Applications, Vol. 34, Núm. 16, pp. 13237-13252

  2. An analysis of different deep learning neural networks for intra-hour solar irradiation forecasting to compute solar photovoltaic generators' energy production

    Energy for Sustainable Development, Vol. 68, pp. 1-17

  3. Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning

    Ecological Informatics, Vol. 67

  4. Interactive, Collaborative and Multi-user Augmented Reality Applications in Primary and Secondary Education. A Systematic Review

    Journal of Universal Computer Science, Vol. 28, Núm. 6, pp. 564-590

  5. Non-parametric discretization for probabilistic labeled data

    Pattern Recognition Letters, Vol. 161, pp. 52-58

  6. PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability

    Information Sciences, Vol. 583, pp. 219-238