IEEE

Sea Ice Classification Using PCA Based Image Denoising on GNSS-R Delay-Doppler Maps

Abstract: This study proposes a principal component analysis (PCA) based denoising scheme for global navigation satellite system reflectometry (GNSS-R) delay Doppler map (DDM) based sea ice ...
IEEE

A Hybrid Intrusion Detection System Approach Using PCA and SMOTE with Advanced Ensemble Models

Abstract: A persistent issue of class imbalance in intrusion detection systems (IDS) is addressed in this research, particularly in the context of cyber-physical systems and IoT devices. Current IDS ...
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Visualizing high-dimensional data using PCA in Scikit-Learn

Simplify complex datasets using Principal Component Analysis (PCA) in Python. Great for dimensionality reduction and visualization. Mike Johnson gives update on Jan. 6 plaque Alaska received 7 feet of ...