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    • Analysis of data pre-processing influence on intrusion detection using NSL-KDD dataset 

      Paulauskas, Nerijus; Auskalnis, Juozas (2017 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 27, 2017, Vilnius, Lithuania, 2017)
      Data pre-processing for machine learning methods is key step for knowledge discovery process. Depending on nature of the data, pre-processing might take the majority time of data analysis. Correctly prepared data for ...