Publicaciones en colaboración con investigadores/as de Universidad de Mondragón/Mondragon Unibertsitatea (11)

2024

  1. Prediction of long-term creep modulus of thermoplastics using brief tests and interpretable machine learning

    International Journal of Solids and Structures, Vol. 304

  2. Towards Robust Defect Detection in Casting Using Contrastive Learning

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

2022

  1. Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data

    Revista de Psiquiatria y Salud Mental, Vol. 15, Núm. 3, pp. 167-175

2021

  1. An Industrial HMI Temporal Adaptation based on Operator-Machine Interaction Sequence Similarity

    Proceedings of the IEEE International Conference on Industrial Technology

  2. An adaptive industrial human-machine interface to optimise operators working performance

    IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM

  3. Generalized SMOTE: A universal generation oversampling technique for all data types in imbalanced learning

    XIX Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 2021. 22-24, septiembre, 2021. Málaga

2020

  1. Critical Analysis of the Suitability of Surrogate Models for Finite Element Method Application in Catalog-Based Suspension Bushing Design

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  2. Data-Driven Industrial Human-Machine Interface Temporal Adaptation for Process Optimization

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  3. Interpreting remaining useful life estimations combining explainable artificial intelligence and domain knowledge in industrial machinery

    IEEE International Conference on Fuzzy Systems

  4. Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data

    Journal of Alzheimer's Disease, Vol. 77, Núm. 2, pp. 855-864

2019

  1. On the relevance of preprocessing in predictive maintenance for dynamic systems

    Predictive Maintenance in Dynamic Systems: Advanced Methods, Decision Support Tools and Real-World Applications (Springer International Publishing), pp. 53-92