JULIÁN
LUENGO MARTÍN
CATEDRÁTICO DE UNIVERSIDAD
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Universidad Pública de Navarra
Pamplona, EspañaPublicaciones en colaboración con investigadores/as de Universidad Pública de Navarra (5)
2016
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INFFC: An iterative class noise filter based on the fusion of classifiers with noise sensitivity control
Information Fusion, Vol. 27, pp. 19-32
2014
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Analyzing the presence of noise in multi-class problems: Alleviating its influence with the One-vs-One decomposition
Knowledge and Information Systems, Vol. 38, Núm. 1, pp. 179-206
2013
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An experimental case of study on the behavior of multiple classifier systems with class noise datasets
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness
Information Sciences, Vol. 247, pp. 1-20
2012
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A first study on decomposition strategies with data with class noise using decision trees
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)