Publications (24)

2023

  1. THE RAPID TRANSITION FROM FACE-TO-FACE TO VIRTUAL TEACHING FOR LARGE GROUPS OF FIRST YEAR STUDENTS IN TIMES OF CRISIS

    INTED2023 Proceedings

  2. Machine learning techniques for the ab initio Bravais lattice determination

    Expert Systems, Vol. 40, Núm. 2

2022

  1. Correction to: Co-active neuro-fuzzy inference system model as single imputation approach for non-monotone pattern of missing data (Neural Computing and Applications, (2021), 33, 15, (8981-9004), 10.1007/s00521-020-05661-5)

    Neural Computing and Applications

2021

  1. Denoising Autoencoders for handling missing data problem with non-monotone pattern

    Actas de las Jornadas de Investigación Predoctoral en Ingeniería Informática: Proceedings of the Doctoral Consortium in Computer Science (JIPII 2021)

  2. Co-active neuro-fuzzy inference system model as single imputation approach for non-monotone pattern of missing data

    Neural Computing and Applications, Vol. 33, Núm. 15, pp. 8981-9004

2020

  1. IMPROVEMENT OF THE EVALUATION RESULTS IN A PROGRAMMING SUBJECT WITH A HIGH NUMBER OF STUDENTS

    14TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE (INTED2020)

2018

  1. Vary: An IDE for designing algorithms and measuring quality

    Proceedings of the 27th International Conference on Information Systems Development: Designing Digitalization, ISD 2018

  2. An application sample of machine learning tools, such as SVM and ANN, for data editing and imputation

    Studies in Fuzziness and Soft Computing (Springer Verlag), pp. 259-298

2016

  1. Vary: Un entorno software para el aprendizaje de la programación

    Jornadas de Innovación Docente Universitaria

2015

  1. Single imputation with multilayer perceptron and multiple imputation combining multilayer perceptron and k-nearest neighbours for monotone patterns

    Applied Soft Computing, Vol. 29, pp. 65-74

2012

  1. Clustering Multivariate Empiric Characteristic Functions for Multi-Class SVM Classification

    International Journal of Electrical and Computer Engineering, Vol. 6, Núm. 4, pp. 380-384

2011

  1. A STRATEGIE FOR ASSESSMENT OF STUDENT COMPETENCES

    5th International Technology, Education and Development Conference

  2. Missing value imputation on missing completely at random data using multilayer perceptrons

    Neural Networks, Vol. 24, Núm. 1, pp. 121-129

2010

  1. Verificación formal de algoritmos: ejercicios resueltos

    Servicio de Publicaciones

  2. Introducción a la programación

    Servicio de Publicaciones

  3. Corrección de algoritmos complejos: verificación formal

    Servicio de Publicaciones

2009

  1. Evaluating the performance of the multilayer perceptron as a data editing tool

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

  2. Evaluación continua del aprendizaje en grupos numerosos

    1.ª Jornadas andaluzas de innovación docente universitaria: 2 y 3 de diciembre de 2009, Córdoba

2005

  1. Non-linear modelling time series from ARIMA fitting

    Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet

2004

  1. Bagging Classification Models with Reduced Bootstrap

    Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004 Proceedings