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Herrera-Semenets, Vitali (author), Hernández-León, Raudel (author), van den Berg, Jan (author)
We live in a world that is being driven by data. This leads to challenges of extracting and analyzing knowledge from large volumes of data. An example of such a challenge is intrusion detection. Intrusion detection data sets are characterized by huge volumes, which affects the learning of the classifier. So there is a need to reduce the size...
journal article 2022
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Herrera Semenets, V. (author), Pérez-García, Osvaldo Andrés (author), Hernández-León, Raudel (author), van den Berg, Jan (author), Dörr, C. (author)
In the last few years, the telecommunications scenario has experienced an increase in the volume of information generated, as well as in the execution of malicious activities. In order to complement Intrusion Detection Systems (IDSs), data mining techniques have begun to play a fundamental role in data analysis. On the other hand, the...
journal article 2018