Publications dans lesquelles il/elle collabore avec JOSE JAVIER VALERO MAS (19)

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

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

2022

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

    Pattern Recognition, Vol. 122

  2. 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

  3. 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

2020

  1. Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition

    Applied Soft Computing Journal, Vol. 97

2019

  1. Extensions to rank-based prototype selection in k-Nearest Neighbour classification

    Applied Soft Computing Journal, Vol. 85

2018

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

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

  2. Oversampling imbalanced data in the string space

    Pattern Recognition Letters, Vol. 103, pp. 32-38

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

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

2017

  1. A study of prototype selection algorithms for nearest neighbour in class-imbalanced problems

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

  2. An experimental study on rank methods for prototype selection

    Soft Computing, Vol. 21, Núm. 19, pp. 5703-5715

  3. 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

  4. Prototype generation on structural data using dissimilarity space representation

    Neural Computing and Applications, Vol. 28, Núm. 9, pp. 2415-2424

  5. Recognition of handwritten music symbols using meta-features obtained fromweak classifiers based on nearest neighbor

    ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods

  6. Selecting promising classes from generated data for an efficient multi-class nearest neighbor classification

    Soft Computing, Vol. 21, Núm. 20, pp. 6183-6189

2016

  1. On the suitability of Prototype Selection methods for kNN classification with distributed data

    Neurocomputing, Vol. 203, pp. 150-160

2015

  1. Improving kNN multi-label classification in Prototype Selection scenarios using class proposals

    Pattern Recognition, Vol. 48, Núm. 5, pp. 1608-1622

  2. Prototype generation on structural data using dissimilarity space representation: A case of study

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