Publicaciones en colaboración con investigadores/as de King Abdulaziz University (6)

2019

  1. Enabling Smart Data: Noise filtering in Big Data classification

    Information Sciences, Vol. 479, pp. 135-152

  2. 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

  1. CNC-NOS: Class noise cleaning by ensemble filtering and noise scoring

    Knowledge-Based Systems, Vol. 140, pp. 27-49

2016

  1. Tutorial on practical tips of the most influential data preprocessing algorithms in data mining

    Knowledge-Based Systems, Vol. 98, pp. 1-29

2015

  1. 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

  2. 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