Publications (41) ESTHER LIDIA SILVA RAMIREZ publications

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2025

  1. A Benchmark for Missing Data Imputation Techniques: Development Perspectives and Performance Comparative

    Communications in Computer and Information Science

  2. REDIBAGG: Reducing the training set size in ensemble machine learning-based prediction models

    Engineering Applications of Artificial Intelligence, Vol. 149

2024

  1. A New Insight on the Upwelling along the Atlantic Iberian Coasts and Warm Water Outflow in the Gulf of Cadiz from Multiscale Ultrahigh Resolution Sea Surface Temperature Imagery

    Journal of Marine Science and Engineering, Vol. 12, Núm. 9

  2. A Perspective on the Missing at Random Problem: Synthetic Generation and Benchmark Analysis

    IEEE Access, Vol. 12, pp. 162399-162411

  3. Signal processing analysis for detection of anomalies in numerical series

    Expert Systems with Applications, Vol. 255

2023

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

    Expert Systems, Vol. 40, Núm. 2

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

    INTED2023 Proceedings

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. 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

  2. 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)

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. 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

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

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

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

2014

  1. Video game development as a reinforcement while learning programming skills

    International Congress on Education, Innovation and Learning Technologies

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. Corrección de algoritmos complejos: verificación formal

    Servicio de Publicaciones