Publications dans lesquelles il/elle collabore avec JORGE CALVO ZARAGOZA (28)

2023

  1. Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification

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

  2. An experimental study on marine debris location and recognition using object detection

    Pattern Recognition Letters, Vol. 168, pp. 154-161

  3. Automatic Detection of Comic Characters: An Analysis of Model Robustness Across Domains

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

  4. Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation

    Pattern Analysis and Applications, Vol. 26, Núm. 4, pp. 1557-1569

  5. Test-Time Augmentation for Document Image Binarization

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

2022

  1. Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition

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

  2. Domain adaptation for staff-region retrieval of music score images

    International Journal on Document Analysis and Recognition

  3. The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition

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

2021

  1. Incremental Unsupervised Domain-Adversarial Training of Neural Networks

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 32, Núm. 11, pp. 4864-4878

  2. UNSUPERVISED DOMAIN ADAPTATION FOR DOCUMENT ANALYSIS OF MUSIC SCORE IMAGES

    Proceedings of the 22nd International Conference on Music Information Retrieval, ISMIR 2021

  3. Unsupervised neural domain adaptation for document image binarization

    Pattern Recognition, Vol. 119

2020

  1. Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 5, pp. 357-357

  2. Automatic scale estimation for music score images

    Expert Systems with Applications, Vol. 158

  3. Ensemble classification from deep predictions with test data augmentation

    Soft Computing, Vol. 24, Núm. 2, pp. 1423-1433

  4. Insights into Efficient k-Nearest Neighbor Classification with Convolutional Neural Codes

    IEEE Access, Vol. 8, pp. 99312-99326

2019

  1. A selectional auto-encoder approach for document image binarization

    Pattern Recognition, Vol. 86, pp. 37-47

  2. Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning

    Computers and Education, Vol. 140

  3. Data augmentation via variational auto-encoders

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

  4. Desarrollo de un servicio online para el uso de técnicas de aprendizaje automático orientadas a la detección de anomalías en la evaluación docente

    Memòries del Programa de Xarxes-I3CE de qualitat, innovació i investigació en docència universitària: convocatòria 2018-19 (Instituto de Ciencias de la Educación), pp. 681

  5. Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts

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