Publicaciones en colaboración con investigadores/as de Universidad del País Vasco/Euskal Herriko Unibertsitatea (18)

2024

  1. Classification of SARS-CoV-2 sequences as recombinants via a pre-trained CNN and identification of a mathematical signature relative to recombinant feature at Spike, via interpretability

    PLoS ONE, Vol. 19, Núm. 8

  2. Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects

    Neurocomputing

2023

  1. A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability

    Information Fusion, Vol. 100

  2. Discovering Mathematical Patterns Behind HIV-1 Genetic Recombination: A New Methodology to Identify Viral Features

    IEEE Access, Vol. 11, pp. 95796-95812

  3. Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

  4. Validating by Deep Learning an Efficient Method for Genomic Sequence Analysis: Genomic Spectrograms

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

2022

  1. Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples?

    IEEE International Conference on Fuzzy Systems

  2. Corpus tools for parallel corpora of theatre plays: an introduction to TAligner and ACM-theatre

    Language Resources and Evaluation, Vol. 56, Núm. 2, pp. 651-671

2021

  1. Definition of the future skills needs of job profiles in the renewable energy sector

    Energies, Vol. 14, Núm. 9

2020

  1. Skills requirements for the European machine tool sector emerging from its digitalization

    Metals, Vol. 10, Núm. 12, pp. 1-23

2019

  1. Optimal maintenance thresholds to perform preventive actions by using multi-objective evolutionary algorithms

    Applied Sciences (Switzerland), Vol. 9, Núm. 15

  2. P-ACTRES 2.0: a parallel corpus for cross-linguistic research

    Parallel Corpora for Contrastive and Traslation Studies: New resources and applications (John Benjamins), pp. 215-232

  3. Theoretical accuracy assessment of model-based photogrammetric approach for pose estimation of cylindrical elements

    Measurement Science and Technology, Vol. 30, Núm. 5

2018

  1. Accuracy evaluation of dense matching techniques for casting part dimensional verification

    Sensors (Switzerland), Vol. 18, Núm. 9

2017

  1. Close Range Photogrammetry for Direct Multiple Feature Positioning Measurement without Targets

    Journal of Sensors, Vol. 2017

  2. Natural multimodal communication for human-robot collaboration

    International Journal of Advanced Robotic Systems, Vol. 14, Núm. 4, pp. 1-12

2012

  1. Three-dimensional carbon black aggregate reconstruction from two orthogonal TEM images

    Constitutive Models for Rubber VII - Proceedings of the 7th European Conference on Constitutive Models for Rubber, ECCMR

2010

  1. Automatic morphological categorisation of carbon black nano-aggregates

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