JULIÁN
LUENGO MARTÍN
CATEDRÁTICO DE UNIVERSIDAD
King Abdulaziz University
Jeddah, Arabia SaudíKing Abdulaziz University-ko ikertzaileekin lankidetzan egindako argitalpenak (6)
2019
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Enabling Smart Data: Noise filtering in Big Data classification
Information Sciences, Vol. 479, pp. 135-152
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From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification
International Journal of Intelligent Systems, Vol. 34, Núm. 12, pp. 3260-3274
2018
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CNC-NOS: Class noise cleaning by ensemble filtering and noise scoring
Knowledge-Based Systems, Vol. 140, pp. 27-49
2016
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Tutorial on practical tips of the most influential data preprocessing algorithms in data mining
Knowledge-Based Systems, Vol. 98, pp. 1-29
2015
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An automatic extraction method of the domains of competence for learning classifiers using data complexity measures
Knowledge and Information Systems, Vol. 42, Núm. 1, pp. 147-180
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Using the One-vs-One decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems
Knowledge-Based Systems, Vol. 90, pp. 153-164