![Foto de Roberto](/img/uploaded/8C588EECB9BA1B98C5D152052C1FE91F.jpg)
Roberto
Ruiz Sánchez
Publicaciones (57) Publicaciones de Roberto Ruiz Sánchez
2024
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Advance Monitoring of COVID-19 Incidence Based on Taxi Mobility: The Infection Ratio Measure
Healthcare (Switzerland), Vol. 12, Núm. 5
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Effective Identification and Authentication of Healthcare IoT Using Fog Computing with Hybrid Cryptographic Algorithm
Symmetry, Vol. 16, Núm. 6
2023
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Evolutionary feature selection on high dimensional data using a search space reduction approach
Engineering Applications of Artificial Intelligence, Vol. 117
2021
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Earthquake Prediction in California Using Feature Selection Techniques
16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) Advances in Intelligent Systems and Computing
2020
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Filter-based feature selection in the context of evolutionary neural networks in supervised machine learning
Pattern Analysis and Applications, Vol. 23, Núm. 1, pp. 467-491
2019
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Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems
Neurocomputing, Vol. 353, pp. 28-44
2017
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Predicción de módulos defectuosos como un problema de optimización multiobjetivo
Actas de las 22nd Jornadas de Ingenier�a del Software y Bases de Datos, JISBD 2017
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Predicción de módulos defectuosos como un problema de optimización multiobjetivo
Actas de las 22nd Jornadas de Ingenier�a del Software y Bases de Datos, JISBD 2017
2016
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Accuracy increase on evolving product unit neural networks via feature subset selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Merging subsets of attributes to improve a hybrid consistency-based filter: a case of study in product unit neural networks
Connection Science, Vol. 28, Núm. 3, pp. 242-257
2014
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Desarrollo de un proyecto integral de investigación durante los estudios de grado: caso práctico de un proyecto bioinformático en el grado de ingeniería informática
I Seminario Iberoamericano de Innovación Docente de la Universidad Pablo de Olavide. (Universidad Pablo de Olavide)
2013
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A study of subgroup discovery approaches for defect prediction
Information and Software Technology, Vol. 55, Núm. 10, pp. 1810-1822
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Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems
Neurocomputing, Vol. 114, pp. 107-117
2012
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Evolutionary Generalized Radial Basis Function neural networks for improving prediction accuracy in gene classification using feature selection
Applied Soft Computing Journal, Vol. 12, Núm. 6, pp. 1787-1800
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Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches
Expert Systems with Applications, Vol. 39, Núm. 12, pp. 11094-11102
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Prediction of mitochondrial matrix protein structures based on feature selection and fragment assembly
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Searching for rules to detect defective modules: A subgroup discovery approach
Information Sciences, Vol. 191, pp. 14-30
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Sistema de Evaluación en Ingeniería del Software 2
UPO INNOVA: revista de innovación docente, Núm. 1, pp. 140-145
2011
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A Two-phase heuristic construction of feature sets for classification
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
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Improving the accuracy of a two-stage algorithm in evolutionary product unit neural networks for classification by means of feature selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)