Browsing by Subject "Classification, Dimensionality Reduction, Feature Extraction, Network Intrusion Detection System, Isometric Feature Mapping, Principal Component Analysis."

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Evaluating Linear and Non-Linear Dimensionality Reduction Approaches for Deep Learning-Based Network Intrusion Detection Systems

Oirere, Aaron; Wambugu, Geoffrey; Wanjau, Stephen (International Journal of Wireless and Microwave Technologies, 2023-08)

IDimensionality reduction is an essential ingredient of machine learning modelling that seeks to improve the performance of such models by extracting better quality features from data while removing irrelevant and redundant ...

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