
ESTHER LIDIA
SILVA RAMIREZ
Profesora Contratada Doctora
Publications (24)
2023
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THE RAPID TRANSITION FROM FACE-TO-FACE TO VIRTUAL TEACHING FOR LARGE GROUPS OF FIRST YEAR STUDENTS IN TIMES OF CRISIS
INTED2023 Proceedings
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Machine learning techniques for the ab initio Bravais lattice determination
Expert Systems, Vol. 40, Núm. 2
2022
2021
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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)
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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
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IMPROVEMENT OF THE EVALUATION RESULTS IN A PROGRAMMING SUBJECT WITH A HIGH NUMBER OF STUDENTS
14TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE (INTED2020)
2018
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Vary: An IDE for designing algorithms and measuring quality
Proceedings of the 27th International Conference on Information Systems Development: Designing Digitalization, ISD 2018
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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
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Vary: Un entorno software para el aprendizaje de la programación
Jornadas de Innovación Docente Universitaria
2015
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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
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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
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A STRATEGIE FOR ASSESSMENT OF STUDENT COMPETENCES
5th International Technology, Education and Development Conference
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Missing value imputation on missing completely at random data using multilayer perceptrons
Neural Networks, Vol. 24, Núm. 1, pp. 121-129
2010
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Verificación formal de algoritmos: ejercicios resueltos
Servicio de Publicaciones
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Introducción a la programación
Servicio de Publicaciones
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Corrección de algoritmos complejos: verificación formal
Servicio de Publicaciones
2009
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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)
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Evaluación continua del aprendizaje en grupos numerosos
1.ª Jornadas andaluzas de innovación docente universitaria: 2 y 3 de diciembre de 2009, Córdoba
2005
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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
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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