Publicaciones en colaboración con investigadoras/es de Ikerbasque, Fundación Vasca para la Ciencia (22)

2024

  1. Transformer-based fall detection in videos

    Engineering Applications of Artificial Intelligence, Vol. 132

2023

  1. Increased top-down semantic processing in natural speech linked to better reading in dyslexia

    NeuroImage, Vol. 273

2022

  1. Egocentric Vision-based Action Recognition: A survey

    Neurocomputing

2021

  1. Exploiting Egocentric Cues for Action Recognition for Ambient Assisted Living Applications

    Advances in Science, Technology and Innovation (Springer Nature), pp. 131-158

  2. Inferring spatial relations from textual descriptions of images

    Pattern Recognition, Vol. 113

  3. One Way or Another: Cortical Language Areas Flexibly Adapt Processing Strategies to Perceptual and Contextual Properties of Speech

    Cerebral Cortex, Vol. 31, Núm. 9, pp. 4092-4103

2020

  1. Using external knowledge to improve zero-shot action recognition in egocentric videos

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

2018

  1. Label propagation via kernel flexible manifold embedding

    Semi-Supervised Learning: Background, Applications and Future Directions (Nova Science Publishers, Inc.), pp. 45-66

  2. Using Kinect to classify Parkinson's disease stages related to severity of gait impairment

    BMC Bioinformatics, Vol. 19, Núm. 1

2017

  1. Data Reduction through Kernel Sparse Coding

    2017 FOURTH INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMEDICAL ENGINEERING (ICABME)

  2. Data reduction through kernel sparse coding

    International Conference on Advances in Biomedical Engineering, ICABME

  3. Vision-based fall detection with convolutional neural networks

    Wireless Communications and Mobile Computing, Vol. 2017

2015

  1. Exemplar selection using collaborative neighbor representation

    Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

2014

  1. Image classification via semi-supervised feature extraction with out-of-sample extension

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

  2. Random Walks for Knowledge-Based Word Sense Disambiguation

    Computational Linguistics, Vol. 40, Núm. 1, pp. 57-84

2013

  1. Unsupervised relation extraction with general domain knowledge

    EMNLP 2013 - 2013 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

2012

  1. Automatic exercise generation in an essay scoring system

    Proceedings of the 20th International Conference on Computers in Education, ICCE 2012

  2. BAD: An assistant tool for making verses in Basque

    Proceedings of the 6th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, LaTeCH 2012 at the 13th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2012

  3. Enabling the discovery of digital cultural heritage objects through wikipedia

    Proceedings of the 6th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, LaTeCH 2012 at the 13th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2012

  4. Finite-state technology in a verse-making tool

    FSMNLP 2012 - Proceedings of the 10th International Workshop on Finite State Methods and Natural Language Processing