The Application of Deep Learning Imputation and Other Advanced Methods for Handling Missing Values in Network Intrusion Detection

In intelligent information systems data play a critical role. The issue of missing data is one of the commonplace problems occurring in data collected in the real world. The problem stems directly from the very nature of data collection. In this paper, the notion of handling missing values in a real...

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Bibliographic Details
Main Authors: Mateusz Szczepański, Marek Pawlicki, Rafał Kozik, Michał Choraś
Format: Article
Language:English
Published: World Scientific Publishing 2023-02-01
Series:Vietnam Journal of Computer Science
Subjects:
Online Access:https://www.worldscientific.com/doi/10.1142/S2196888822500257