MANUEL
LOPEZ COELLO
Investigador en el període 1999-2022
Universidad de Sevilla
Sevilla, EspañaPublicacions en col·laboració amb investigadors/es de Universidad de Sevilla (7)
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
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
2011
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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
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)
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
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 3138, pp. 966-973
2003
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Aplicación de las Redes Neuronales Artificiales a la Imputación de Datos Estadísticos
IV Taller Internacional de Informática y Matemática