Publications by the researcher in collaboration with JOSE JAVIER VALERO MAS (14)

2024

  1. An overview of ensemble and feature learning in few-shot image classification using siamese networks

    Multimedia Tools and Applications, Vol. 83, Núm. 7, pp. 19929-19952

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. Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence

    IEEE Transactions on Learning Technologies, Vol. 16, Núm. 6, pp. 955-969

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

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

  5. Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification

    Pattern Recognition, Vol. 135

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. Efficient k-nearest neighbor search based on clustering and adaptive k values

    Pattern Recognition, Vol. 122

  3. Extracción de perfiles de alumnos de programación en estudios superiores mediante aprendizaje automático en evaluaciones tipo juez en línea

    Redes de Investigación e Innovación en Docencia Universitaria: Volumen 2022 (Instituto de Ciencias de la Educación), pp. 187-197

  4. Extracción de perfiles de alumnos de programación en estudios superiores mediante aprendizaje automático en evaluaciones tipo juez en línea

    Memorias del Programa de Redes de investigación en docencia universitaria: Convocatoria 2021-22 (Instituto de Ciencias de la Educación), pp. 1707-1708

  5. 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)

2018

  1. Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation

    Pattern Recognition, Vol. 74, pp. 531-543

  2. Statistical semi-supervised system for grading multiple peer-reviewed open-ended works

    Computers and Education, Vol. 126, pp. 264-282

2017

  1. Diseño y evaluación de herramientas para ayudar en la gestión de clases masificadas

    Memorias del Programa de Redes-I3CE de calidad, innovación e investigación en docencia universitaria: Convocatoria 2016-17 (Instituto de Ciencias de la Educación), pp. 2395-2406